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W
A
A2C (class in machin.frame.algorithms.a2c)
A3C (class in machin.frame.algorithms.a3c)
act() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.impala.IMPALA method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
act_discrete() (machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.td3.TD3 method)
act_discrete_with_noise() (machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.td3.TD3 method)
act_with_noise() (machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.td3.TD3 method)
action (machin.frame.algorithms.gail.ExpertTransition attribute)
(machin.frame.transition.Transition attribute)
action_concat_function() (machin.frame.algorithms.maddpg.MADDPG static method)
action_get_function() (machin.frame.algorithms.apex.DQNApex static method)
(machin.frame.algorithms.dqn.DQN static method)
(machin.frame.algorithms.dqn_per.DQNPer static method)
(machin.frame.algorithms.rainbow.RAINBOW static method)
action_space() (machin.env.wrappers.base.ParallelWrapperBase property)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy property)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc property)
action_transform_function() (machin.frame.algorithms.apex.DDPGApex static method)
(machin.frame.algorithms.ddpg.DDPG static method)
(machin.frame.algorithms.ddpg_per.DDPGPer static method)
(machin.frame.algorithms.hddpg.HDDPG static method)
(machin.frame.algorithms.maddpg.MADDPG static method)
(machin.frame.algorithms.sac.SAC static method)
(machin.frame.algorithms.td3.TD3 static method)
active() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
adapt() (machin.frame.noise.param_space_noise.AdaptiveParamNoise method)
AdaptiveParamNoise (class in machin.frame.noise.param_space_noise)
add_clipped_normal_noise_to_action() (in module machin.frame.noise.action_space_noise)
add_normal_noise_to_action() (in module machin.frame.noise.action_space_noise)
add_ou_noise_to_action() (in module machin.frame.noise.action_space_noise)
add_uniform_noise_to_action() (in module machin.frame.noise.action_space_noise)
all_clear() (machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
all_gather() (machin.parallel.distributed.CollectiveGroup method)
all_gather_multigpu() (machin.parallel.distributed.CollectiveGroup method)
all_reduce() (machin.parallel.distributed.CollectiveGroup method)
all_reduce_multigpu() (machin.parallel.distributed.CollectiveGroup method)
all_size() (machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
apply() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
apply_async() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
assignment() (machin.parallel.assigner.ModelAssigner property)
AsyncResult (class in machin.parallel.pool)
attr() (machin.utils.helper_classes.Object method)
B
backward_function() (machin.frame.algorithms.a2c.A2C property)
(machin.frame.algorithms.a3c.A3C property)
(machin.frame.algorithms.apex.DDPGApex property)
(machin.frame.algorithms.apex.DQNApex property)
(machin.frame.algorithms.base.TorchFramework property)
(machin.frame.algorithms.ddpg.DDPG property)
(machin.frame.algorithms.ddpg_per.DDPGPer property)
(machin.frame.algorithms.dqn.DQN property)
(machin.frame.algorithms.dqn_per.DQNPer property)
(machin.frame.algorithms.gail.GAIL property)
(machin.frame.algorithms.hddpg.HDDPG property)
(machin.frame.algorithms.maddpg.MADDPG property)
(machin.frame.algorithms.ppo.PPO property)
(machin.frame.algorithms.rainbow.RAINBOW property)
(machin.frame.algorithms.sac.SAC property)
(machin.frame.algorithms.td3.TD3 property)
barrier() (machin.parallel.distributed.CollectiveGroup method)
(machin.parallel.distributed.RpcGroup method)
BasePool (class in machin.parallel.pool)
begin() (machin.utils.helper_classes.Timer method)
broadcast() (machin.parallel.distributed.CollectiveGroup method)
broadcast_multigpu() (machin.parallel.distributed.CollectiveGroup method)
Buffer (class in machin.frame.buffers.buffer)
C
call() (machin.utils.helper_classes.Object method)
check_model() (in module machin.utils.checker)
check_nan() (in module machin.utils.checker)
check_shape() (in module machin.utils.checker)
CheckError
clear() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
(machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer.PrioritizedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
clear_trial_config_dir() (machin.utils.save_env.SaveEnv method)
clear_trial_image_dir() (machin.utils.save_env.SaveEnv method)
clear_trial_model_dir() (machin.utils.save_env.SaveEnv method)
clear_trial_train_log_dir() (machin.utils.save_env.SaveEnv method)
ClippedNormalNoiseGen (class in machin.frame.noise.generator)
CLOSE (machin.parallel.pool.PoolStates attribute)
close() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
(machin.parallel.pool.BasePool method)
(machin.parallel.pool.P2PPool method)
(machin.parallel.queue.SimpleQueue method)
CollectiveGroup (class in machin.parallel.distributed)
Config (class in machin.utils.conf)
count() (machin.utils.helper_classes.Counter method)
Counter (class in machin.utils.helper_classes)
create_dirs() (machin.utils.save_env.SaveEnv method)
create_image() (in module machin.utils.media)
create_image_subproc() (in module machin.utils.media)
create_sub_dirs() (machin.utils.save_env.SaveEnv method)
create_video() (in module machin.utils.media)
create_video_subproc() (in module machin.utils.media)
critical() (machin.utils.logging.FakeLogger method)
CtxPool (class in machin.parallel.pool)
CtxPoolStorage (class in machin.parallel.pool)
CtxThreadPool (class in machin.parallel.pool)
custom_attr() (machin.frame.algorithms.gail.ExpertTransition property)
(machin.frame.transition.TransitionBase property)
D
data (machin.utils.helper_classes.Object attribute)
DDPG (class in machin.frame.algorithms.ddpg)
DDPGApex (class in machin.frame.algorithms.apex)
DDPGPer (class in machin.frame.algorithms.ddpg_per)
debug() (machin.utils.logging.FakeLogger method)
debug_with_process() (in module machin.parallel.distributed)
default_board (in module machin.utils.tensor_board)
default_logger (in module machin.utils.logging)
deregister() (machin.parallel.distributed.RpcGroup method)
destroy() (machin.parallel.distributed.CollectiveGroup method)
(machin.parallel.distributed.RpcGroup method)
disable_view_window() (in module machin.env.utils.openai_gym)
DistributedBuffer (class in machin.frame.buffers.buffer_d)
DistributedPrioritizedBuffer (class in machin.frame.buffers.prioritized_buffer_d)
DQN (class in machin.frame.algorithms.dqn)
DQNApex (class in machin.frame.algorithms.apex)
DQNPer (class in machin.frame.algorithms.dqn_per)
dumps() (in module machin.parallel.pickle)
dynamic_module_wrapper() (in module machin.model.nets)
E
empty() (machin.parallel.queue.SimpleQueue method)
enable_multiprocessing() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.base.TorchFramework method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
end() (machin.utils.helper_classes.Timer method)
epsilon (machin.frame.algorithms.dqn.DQN attribute)
(machin.frame.algorithms.dqn_per.DQNPer attribute)
error() (machin.utils.logging.FakeLogger method)
estimate_size() (machin.parallel.assigner.ModelSizeEstimator method)
exception() (machin.utils.logging.FakeLogger method)
ExpertTransition (class in machin.frame.algorithms.gail)
F
FakeLogger (class in machin.utils.logging)
find_child() (machin.model.nets.NeuralNetworkModule static method)
find_leaf_index() (machin.frame.buffers.prioritized_buffer.WeightTree method)
flip() (machin.utils.helper_classes.Switch method)
forward() (machin.model.nets.NeuralNetworkModule method)
(machin.model.nets.ResNet method)
G
GAIL (class in machin.frame.algorithms.gail)
gather() (machin.parallel.distributed.CollectiveGroup method)
gen_learning_rate_func() (in module machin.utils.learning_rate)
generate_config() (machin.frame.algorithms.a2c.A2C class method)
(machin.frame.algorithms.a3c.A3C class method)
(machin.frame.algorithms.apex.DDPGApex class method)
(machin.frame.algorithms.apex.DQNApex class method)
(machin.frame.algorithms.base.TorchFramework class method)
(machin.frame.algorithms.ddpg.DDPG class method)
(machin.frame.algorithms.ddpg_per.DDPGPer class method)
(machin.frame.algorithms.dqn.DQN class method)
(machin.frame.algorithms.dqn_per.DQNPer class method)
(machin.frame.algorithms.gail.GAIL class method)
(machin.frame.algorithms.hddpg.HDDPG class method)
(machin.frame.algorithms.impala.IMPALA class method)
(machin.frame.algorithms.maddpg.MADDPG class method)
(machin.frame.algorithms.ppo.PPO class method)
(machin.frame.algorithms.rainbow.RAINBOW class method)
(machin.frame.algorithms.sac.SAC class method)
(machin.frame.algorithms.td3.TD3 class method)
get() (machin.parallel.pool.AsyncResult method)
(machin.parallel.queue.SimpleQueue method)
(machin.utils.conf.Config method)
(machin.utils.helper_classes.Counter method)
(machin.utils.helper_classes.Switch method)
(machin.utils.helper_classes.Trigger method)
get_buffer_sizes() (machin.parallel.assigner.ModelSizeEstimator method)
get_cur_name() (in module machin.parallel.distributed)
(machin.parallel.distributed.RpcGroup static method)
get_cur_rank() (in module machin.parallel.distributed)
get_dev() (machin.frame.noise.param_space_noise.AdaptiveParamNoise method)
get_group_members() (machin.parallel.distributed.RpcGroup method)
get_group_name() (machin.parallel.distributed.RpcGroup method)
get_leaf_all_weights() (machin.frame.buffers.prioritized_buffer.WeightTree method)
get_leaf_max() (machin.frame.buffers.prioritized_buffer.WeightTree method)
get_leaf_weight() (machin.frame.buffers.prioritized_buffer.WeightTree method)
get_paired() (machin.parallel.distributed.RpcGroup method)
get_parameter_sizes() (machin.parallel.assigner.ModelSizeEstimator method)
get_restorable_model_names() (machin.frame.algorithms.a2c.A2C class method)
(machin.frame.algorithms.a3c.A3C class method)
(machin.frame.algorithms.apex.DDPGApex class method)
(machin.frame.algorithms.apex.DQNApex class method)
(machin.frame.algorithms.base.TorchFramework class method)
(machin.frame.algorithms.ddpg.DDPG class method)
(machin.frame.algorithms.ddpg_per.DDPGPer class method)
(machin.frame.algorithms.dqn.DQN class method)
(machin.frame.algorithms.dqn_per.DQNPer class method)
(machin.frame.algorithms.gail.GAIL class method)
(machin.frame.algorithms.hddpg.HDDPG class method)
(machin.frame.algorithms.maddpg.MADDPG class method)
(machin.frame.algorithms.ppo.PPO class method)
(machin.frame.algorithms.rainbow.RAINBOW class method)
(machin.frame.algorithms.sac.SAC class method)
(machin.frame.algorithms.td3.TD3 class method)
get_sub_queue() (machin.parallel.queue.MultiP2PQueue method)
get_top_model_names() (machin.frame.algorithms.a2c.A2C class method)
(machin.frame.algorithms.a3c.A3C class method)
(machin.frame.algorithms.apex.DDPGApex class method)
(machin.frame.algorithms.apex.DQNApex class method)
(machin.frame.algorithms.base.TorchFramework class method)
(machin.frame.algorithms.ddpg.DDPG class method)
(machin.frame.algorithms.ddpg_per.DDPGPer class method)
(machin.frame.algorithms.dqn.DQN class method)
(machin.frame.algorithms.dqn_per.DQNPer class method)
(machin.frame.algorithms.gail.GAIL class method)
(machin.frame.algorithms.hddpg.HDDPG class method)
(machin.frame.algorithms.maddpg.MADDPG class method)
(machin.frame.algorithms.ppo.PPO class method)
(machin.frame.algorithms.rainbow.RAINBOW class method)
(machin.frame.algorithms.sac.SAC class method)
(machin.frame.algorithms.td3.TD3 class method)
get_trial_config_dir() (machin.utils.save_env.SaveEnv method)
get_trial_image_dir() (machin.utils.save_env.SaveEnv method)
get_trial_model_dir() (machin.utils.save_env.SaveEnv method)
get_trial_root() (machin.utils.save_env.SaveEnv method)
get_trial_time() (machin.utils.save_env.SaveEnv method)
get_trial_train_log_dir() (machin.utils.save_env.SaveEnv method)
get_weight_sum() (machin.frame.buffers.prioritized_buffer.WeightTree method)
get_world() (in module machin.parallel.distributed)
GymTerminationError
H
has_keys() (machin.frame.algorithms.gail.ExpertTransition method)
(machin.frame.transition.TransitionBase method)
HDDPG (class in machin.frame.algorithms.hddpg)
I
i_chk_nan() (in module machin.utils.checker)
i_chk_range() (in module machin.utils.checker)
imap() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
imap_unordered() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
IMapIterator (class in machin.parallel.pool)
IMapUnorderedIterator (class in machin.parallel.pool)
IMPALA (class in machin.frame.algorithms.impala)
IMPALABuffer (class in machin.frame.algorithms.impala)
info() (machin.utils.logging.FakeLogger method)
init() (machin.utils.tensor_board.TensorBoard method)
init_from_config() (machin.frame.algorithms.a2c.A2C class method)
(machin.frame.algorithms.a3c.A3C class method)
(machin.frame.algorithms.apex.DDPGApex class method)
(machin.frame.algorithms.apex.DQNApex class method)
(machin.frame.algorithms.base.TorchFramework class method)
(machin.frame.algorithms.ddpg.DDPG class method)
(machin.frame.algorithms.ddpg_per.DDPGPer class method)
(machin.frame.algorithms.dqn.DQN class method)
(machin.frame.algorithms.dqn_per.DQNPer class method)
(machin.frame.algorithms.gail.GAIL class method)
(machin.frame.algorithms.hddpg.HDDPG class method)
(machin.frame.algorithms.impala.IMPALA class method)
(machin.frame.algorithms.maddpg.MADDPG class method)
(machin.frame.algorithms.ppo.PPO class method)
(machin.frame.algorithms.rainbow.RAINBOW class method)
(machin.frame.algorithms.sac.SAC class method)
(machin.frame.algorithms.td3.TD3 class method)
input_device() (machin.model.nets.NeuralNetworkModule property)
irecv() (machin.parallel.distributed.CollectiveGroup method)
is_distributed() (machin.frame.algorithms.a2c.A2C class method)
(machin.frame.algorithms.a3c.A3C class method)
(machin.frame.algorithms.apex.DDPGApex class method)
(machin.frame.algorithms.apex.DQNApex class method)
(machin.frame.algorithms.base.TorchFramework class method)
(machin.frame.algorithms.ddpg.DDPG class method)
(machin.frame.algorithms.ddpg_per.DDPGPer class method)
(machin.frame.algorithms.dqn.DQN class method)
(machin.frame.algorithms.dqn_per.DQNPer class method)
(machin.frame.algorithms.gail.GAIL class method)
(machin.frame.algorithms.hddpg.HDDPG class method)
(machin.frame.algorithms.impala.IMPALA class method)
(machin.frame.algorithms.maddpg.MADDPG class method)
(machin.frame.algorithms.ppo.PPO class method)
(machin.frame.algorithms.rainbow.RAINBOW class method)
(machin.frame.algorithms.sac.SAC class method)
(machin.frame.algorithms.td3.TD3 class method)
is_inited() (machin.utils.tensor_board.TensorBoard method)
is_member() (machin.parallel.distributed.RpcGroup method)
is_paired() (machin.parallel.distributed.RpcGroup method)
is_registered() (machin.parallel.distributed.RpcGroup method)
is_world_initialized() (in module machin.parallel.distributed)
isend() (machin.parallel.distributed.CollectiveGroup method)
items() (machin.frame.algorithms.gail.ExpertTransition method)
(machin.frame.transition.TransitionBase method)
J
join() (machin.parallel.pool.BasePool method)
join_workers() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.ThreadPool method)
K
keys() (machin.frame.algorithms.gail.ExpertTransition method)
(machin.frame.transition.TransitionBase method)
L
load() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.base.TorchFramework method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
load_config_cmd() (in module machin.utils.conf)
load_config_file() (in module machin.utils.conf)
log() (machin.utils.logging.FakeLogger method)
lr_schedulers() (machin.frame.algorithms.a2c.A2C property)
(machin.frame.algorithms.a3c.A3C property)
(machin.frame.algorithms.apex.DDPGApex property)
(machin.frame.algorithms.apex.DQNApex property)
(machin.frame.algorithms.base.TorchFramework property)
(machin.frame.algorithms.ddpg.DDPG property)
(machin.frame.algorithms.ddpg_per.DDPGPer property)
(machin.frame.algorithms.dqn.DQN property)
(machin.frame.algorithms.dqn_per.DQNPer property)
(machin.frame.algorithms.gail.GAIL property)
(machin.frame.algorithms.hddpg.HDDPG property)
(machin.frame.algorithms.impala.IMPALA property)
(machin.frame.algorithms.maddpg.MADDPG property)
(machin.frame.algorithms.ppo.PPO property)
(machin.frame.algorithms.rainbow.RAINBOW property)
(machin.frame.algorithms.sac.SAC property)
(machin.frame.algorithms.td3.TD3 property)
M
machin.env.utils.openai_gym
module
machin.env.wrappers.base
module
machin.env.wrappers.openai_gym
module
machin.frame.algorithms.a2c
module
machin.frame.algorithms.a3c
module
machin.frame.algorithms.apex
module
machin.frame.algorithms.base
module
machin.frame.algorithms.ddpg
module
machin.frame.algorithms.ddpg_per
module
machin.frame.algorithms.dqn
module
machin.frame.algorithms.dqn_per
module
machin.frame.algorithms.gail
module
machin.frame.algorithms.hddpg
module
machin.frame.algorithms.impala
module
machin.frame.algorithms.maddpg
module
machin.frame.algorithms.ppo
module
machin.frame.algorithms.rainbow
module
machin.frame.algorithms.sac
module
machin.frame.algorithms.td3
module
machin.frame.buffers.buffer
module
machin.frame.buffers.buffer_d
module
machin.frame.buffers.prioritized_buffer_d
module
machin.frame.noise.action_space_noise
module
machin.frame.noise.generator
module
machin.frame.noise.param_space_noise
module
machin.frame.transition
module
machin.model.algorithms
module
machin.model.nets
module
machin.parallel.assigner
module
machin.parallel.distributed
module
machin.parallel.pickle
module
machin.parallel.pool
module
machin.parallel.queue
module
machin.parallel.server
module
machin.utils.checker
module
machin.utils.conf
module
machin.utils.helper_classes
module
machin.utils.learning_rate
module
machin.utils.logging
module
machin.utils.media
module
machin.utils.prepare
module
machin.utils.save_env
module
machin.utils.tensor_board
module
machin.utils.visualize
module
MADDPG (class in machin.frame.algorithms.maddpg)
maintain_pool() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.ThreadPool method)
major_attr() (machin.frame.algorithms.gail.ExpertTransition property)
(machin.frame.transition.TransitionBase property)
make_tensor_from_batch() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
manage_model() (machin.parallel.server.PushPullGradServerImpl method)
manual_sync() (machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.impala.IMPALA method)
map() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
map_async() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
map_caller() (in module machin.parallel.pool)
MapResult (class in machin.parallel.pool)
mark_as_atom_module() (in module machin.utils.checker)
mark_module_output() (in module machin.utils.checker)
mark_static_module() (in module machin.parallel.pickle)
merge_config() (in module machin.utils.conf)
ModelAssigner (class in machin.parallel.assigner)
ModelSizeEstimator (class in machin.parallel.assigner)
module
machin.env.utils.openai_gym
machin.env.wrappers.base
machin.env.wrappers.openai_gym
machin.frame.algorithms.a2c
machin.frame.algorithms.a3c
machin.frame.algorithms.apex
machin.frame.algorithms.base
machin.frame.algorithms.ddpg
machin.frame.algorithms.ddpg_per
machin.frame.algorithms.dqn
machin.frame.algorithms.dqn_per
machin.frame.algorithms.gail
machin.frame.algorithms.hddpg
machin.frame.algorithms.impala
machin.frame.algorithms.maddpg
machin.frame.algorithms.ppo
machin.frame.algorithms.rainbow
machin.frame.algorithms.sac
machin.frame.algorithms.td3
machin.frame.buffers.buffer
machin.frame.buffers.buffer_d
machin.frame.buffers.prioritized_buffer_d
machin.frame.noise.action_space_noise
machin.frame.noise.generator
machin.frame.noise.param_space_noise
machin.frame.transition
machin.model.algorithms
machin.model.nets
machin.parallel.assigner
machin.parallel.distributed
machin.parallel.pickle
machin.parallel.pool
machin.parallel.queue
machin.parallel.server
machin.utils.checker
machin.utils.conf
machin.utils.helper_classes
machin.utils.learning_rate
machin.utils.logging
machin.utils.media
machin.utils.prepare
machin.utils.save_env
machin.utils.tensor_board
machin.utils.visualize
MultiP2PQueue (class in machin.parallel.queue)
N
NeuralNetworkModule (class in machin.model.nets)
next() (machin.parallel.pool.IMapIterator method)
next_state (machin.frame.transition.Transition attribute)
NoiseGen (class in machin.frame.noise.generator)
NormalNoiseGen (class in machin.frame.noise.generator)
numpy_array_to_pil_image() (in module machin.utils.media)
O
o_chk_nan() (in module machin.utils.checker)
o_chk_range() (in module machin.utils.checker)
Object (class in machin.utils.helper_classes)
observation_space() (machin.env.wrappers.base.ParallelWrapperBase property)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy property)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc property)
off() (machin.utils.helper_classes.Switch method)
on() (machin.utils.helper_classes.Switch method)
optimize_placement() (machin.parallel.assigner.ModelAssigner static method)
optimizers() (machin.frame.algorithms.a2c.A2C property)
(machin.frame.algorithms.a3c.A3C property)
(machin.frame.algorithms.apex.DDPGApex property)
(machin.frame.algorithms.apex.DQNApex property)
(machin.frame.algorithms.base.TorchFramework property)
(machin.frame.algorithms.ddpg.DDPG property)
(machin.frame.algorithms.ddpg_per.DDPGPer property)
(machin.frame.algorithms.dqn.DQN property)
(machin.frame.algorithms.dqn_per.DQNPer property)
(machin.frame.algorithms.gail.GAIL property)
(machin.frame.algorithms.hddpg.HDDPG property)
(machin.frame.algorithms.impala.IMPALA property)
(machin.frame.algorithms.maddpg.MADDPG property)
(machin.frame.algorithms.ppo.PPO property)
(machin.frame.algorithms.rainbow.RAINBOW property)
(machin.frame.algorithms.sac.SAC property)
(machin.frame.algorithms.td3.TD3 property)
OrderedServerBase (class in machin.parallel.server)
OrderedServerSimple (class in machin.parallel.server)
OrderedServerSimpleImpl (class in machin.parallel.server)
OrnsteinUhlenbeckNoiseGen (class in machin.frame.noise.generator)
output_device() (machin.model.nets.NeuralNetworkModule property)
P
P2PPool (class in machin.parallel.pool)
p_chk_nan() (in module machin.utils.checker)
p_chk_range() (in module machin.utils.checker)
pair() (machin.parallel.distributed.RpcGroup method)
ParallelWrapperBase (class in machin.env.wrappers.base)
ParallelWrapperDummy (class in machin.env.wrappers.openai_gym)
ParallelWrapperSubProc (class in machin.env.wrappers.openai_gym)
perturb_model() (in module machin.frame.noise.param_space_noise)
Pickler (class in machin.parallel.pickle)
policy_noise_function() (machin.frame.algorithms.td3.TD3 static method)
Pool (class in machin.parallel.pool)
pool_inqueue_put() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.ThreadPool method)
pool_outqueue_get() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.ThreadPool method)
PoolStates (class in machin.parallel.pool)
post_process_attribute() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
post_process_batch() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
PPO (class in machin.frame.algorithms.ppo)
pre_process_attribute() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
prep_clear_dirs() (in module machin.utils.prepare)
prep_create_dirs() (in module machin.utils.prepare)
prep_load_model() (in module machin.utils.prepare)
prep_load_state_dict() (in module machin.utils.prepare)
print_weights() (machin.frame.buffers.prioritized_buffer.WeightTree method)
PrioritizedBuffer (class in machin.frame.buffers.prioritized_buffer)
proxy_caller() (in module machin.parallel.pool)
proxy_ctx_caller() (in module machin.parallel.pool)
proxy_dumper() (in module machin.parallel.pool)
pull() (machin.parallel.server.OrderedServerBase method)
(machin.parallel.server.OrderedServerSimple method)
(machin.parallel.server.PushPullGradServer method)
(machin.parallel.server.PushPullModelServer method)
push() (machin.parallel.server.OrderedServerBase method)
(machin.parallel.server.OrderedServerSimple method)
(machin.parallel.server.PushPullGradServer method)
(machin.parallel.server.PushPullModelServer method)
PushPullGradServer (class in machin.parallel.server)
PushPullGradServerImpl (class in machin.parallel.server)
PushPullModelServer (class in machin.parallel.server)
PushPullModelServerImpl (class in machin.parallel.server)
put() (machin.parallel.queue.SimpleQueue method)
Q
quick_get() (machin.parallel.queue.MultiP2PQueue method)
(machin.parallel.queue.SimpleQueue method)
quick_put() (machin.parallel.queue.MultiP2PQueue method)
(machin.parallel.queue.SimpleQueue method)
R
RAINBOW (class in machin.frame.algorithms.rainbow)
ready() (machin.parallel.pool.AsyncResult method)
recv() (machin.parallel.distributed.CollectiveGroup method)
reduce() (machin.parallel.distributed.CollectiveGroup method)
REDUCE_MASTER (machin.parallel.server.PushPullGradServerImpl attribute)
reduce_multigpu() (machin.parallel.distributed.CollectiveGroup method)
REDUCE_SLAVE (machin.parallel.server.PushPullGradServerImpl attribute)
register() (machin.parallel.distributed.RpcGroup method)
registered_async() (machin.parallel.distributed.RpcGroup method)
registered_remote() (machin.parallel.distributed.RpcGroup method)
registered_sync() (machin.parallel.distributed.RpcGroup method)
remote() (machin.parallel.distributed.RpcGroup method)
remove_trials_older_than() (machin.utils.save_env.SaveEnv method)
render() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
repopulate_pool() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxPool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.P2PPool method)
(machin.parallel.pool.ThreadPool method)
reset() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
(machin.frame.noise.generator.NoiseGen method)
(machin.frame.noise.generator.OrnsteinUhlenbeckNoiseGen method)
(machin.utils.helper_classes.Counter method)
ResNet (class in machin.model.nets)
restorable_models() (machin.frame.algorithms.a2c.A2C property)
(machin.frame.algorithms.a3c.A3C property)
(machin.frame.algorithms.apex.DDPGApex property)
(machin.frame.algorithms.apex.DQNApex property)
(machin.frame.algorithms.base.TorchFramework property)
(machin.frame.algorithms.ddpg.DDPG property)
(machin.frame.algorithms.ddpg_per.DDPGPer property)
(machin.frame.algorithms.dqn.DQN property)
(machin.frame.algorithms.dqn_per.DQNPer property)
(machin.frame.algorithms.gail.GAIL property)
(machin.frame.algorithms.hddpg.HDDPG property)
(machin.frame.algorithms.maddpg.MADDPG property)
(machin.frame.algorithms.ppo.PPO property)
(machin.frame.algorithms.rainbow.RAINBOW property)
(machin.frame.algorithms.sac.SAC property)
(machin.frame.algorithms.td3.TD3 property)
reward (machin.frame.transition.Transition attribute)
reward_function() (machin.frame.algorithms.apex.DDPGApex static method)
(machin.frame.algorithms.apex.DQNApex static method)
(machin.frame.algorithms.ddpg.DDPG static method)
(machin.frame.algorithms.ddpg_per.DDPGPer static method)
(machin.frame.algorithms.dqn.DQN static method)
(machin.frame.algorithms.dqn_per.DQNPer static method)
(machin.frame.algorithms.hddpg.HDDPG static method)
(machin.frame.algorithms.maddpg.MADDPG static method)
(machin.frame.algorithms.rainbow.RAINBOW static method)
(machin.frame.algorithms.sac.SAC static method)
(machin.frame.algorithms.td3.TD3 static method)
rpc_async() (machin.parallel.distributed.RpcGroup method)
rpc_sync() (machin.parallel.distributed.RpcGroup method)
RpcGroup (class in machin.parallel.distributed)
RUN (machin.parallel.pool.PoolStates attribute)
S
SAC (class in machin.frame.algorithms.sac)
sample_batch() (machin.frame.algorithms.impala.IMPALABuffer method)
(machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
(machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer.PrioritizedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
sample_index_and_weight() (machin.frame.buffers.prioritized_buffer.PrioritizedBuffer method)
sample_method_all() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
sample_method_episode() (machin.frame.algorithms.impala.IMPALABuffer method)
sample_method_random() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
sample_method_random_unique() (machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
save() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.base.TorchFramework method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
save_config() (in module machin.utils.conf)
SaveEnv (class in machin.utils.save_env)
scatter() (machin.parallel.distributed.CollectiveGroup method)
seed() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
send() (machin.parallel.distributed.CollectiveGroup method)
set() (machin.parallel.pool.AsyncResult method)
(machin.parallel.pool.IMapIterator method)
(machin.parallel.pool.IMapUnorderedIterator method)
(machin.parallel.pool.MapResult method)
set_backward_function() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.base.TorchFramework method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
set_input_module() (machin.model.nets.NeuralNetworkModule method)
set_output_module() (machin.model.nets.NeuralNetworkModule method)
set_sync() (machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.impala.IMPALA method)
setLevel() (machin.utils.logging.FakeLogger method)
setup_queues() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.P2PPool method)
(machin.parallel.pool.ThreadPool method)
SHMBuffer (class in machin.frame.algorithms.maddpg)
show_image() (in module machin.utils.media)
SimpleQueue (class in machin.parallel.queue)
size() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
(machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.buffers.buffer.Buffer method)
(machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
(machin.parallel.distributed.CollectiveGroup method)
(machin.parallel.distributed.RpcGroup method)
(machin.parallel.pool.BasePool method)
starmap() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
starmap_async() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.CtxThreadPool method)
(machin.parallel.pool.Pool method)
starmap_caller() (in module machin.parallel.pool)
start() (machin.parallel.server.PushPullGradServerImpl method)
state (machin.frame.algorithms.gail.ExpertTransition attribute)
(machin.frame.transition.Transition attribute)
state_concat_function() (machin.frame.algorithms.maddpg.MADDPG static method)
static_module_wrapper() (in module machin.model.nets)
step() (machin.env.wrappers.base.ParallelWrapperBase method)
(machin.env.wrappers.openai_gym.ParallelWrapperDummy method)
(machin.env.wrappers.openai_gym.ParallelWrapperSubProc method)
stop() (machin.parallel.server.PushPullGradServerImpl method)
storage (machin.parallel.pool.CtxPoolStorage attribute)
store_episode() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.impala.IMPALA method)
(machin.frame.algorithms.maddpg.SHMBuffer method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
(machin.frame.buffers.buffer.Buffer method)
(machin.frame.buffers.buffer_d.DistributedBuffer method)
(machin.frame.buffers.prioritized_buffer.PrioritizedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
store_episodes() (machin.frame.algorithms.maddpg.MADDPG method)
store_expert_episode() (machin.frame.algorithms.gail.GAIL method)
sub_attr() (machin.frame.algorithms.gail.ExpertTransition property)
(machin.frame.transition.TransitionBase property)
successful() (machin.parallel.pool.AsyncResult method)
Switch (class in machin.utils.helper_classes)
T
TD3 (class in machin.frame.algorithms.td3)
TensorBoard (class in machin.utils.tensor_board)
terminal (machin.frame.transition.Transition attribute)
TERMINATE (machin.parallel.pool.PoolStates attribute)
terminate() (machin.parallel.pool.BasePool method)
terminate_workers() (machin.parallel.pool.BasePool method)
(machin.parallel.pool.ThreadPool method)
ThreadPool (class in machin.parallel.pool)
TimeoutError
Timer (class in machin.utils.helper_classes)
to() (machin.frame.algorithms.gail.ExpertTransition method)
(machin.frame.transition.TransitionBase method)
top_models() (machin.frame.algorithms.a2c.A2C property)
(machin.frame.algorithms.a3c.A3C property)
(machin.frame.algorithms.apex.DDPGApex property)
(machin.frame.algorithms.apex.DQNApex property)
(machin.frame.algorithms.base.TorchFramework property)
(machin.frame.algorithms.ddpg.DDPG property)
(machin.frame.algorithms.ddpg_per.DDPGPer property)
(machin.frame.algorithms.dqn.DQN property)
(machin.frame.algorithms.dqn_per.DQNPer property)
(machin.frame.algorithms.gail.GAIL property)
(machin.frame.algorithms.hddpg.HDDPG property)
(machin.frame.algorithms.maddpg.MADDPG property)
(machin.frame.algorithms.ppo.PPO property)
(machin.frame.algorithms.rainbow.RAINBOW property)
(machin.frame.algorithms.sac.SAC property)
(machin.frame.algorithms.td3.TD3 property)
TorchFramework (class in machin.frame.algorithms.base)
training (machin.model.nets.NeuralNetworkModule attribute)
(machin.model.nets.ResNet attribute)
Transition (class in machin.frame.transition)
TransitionBase (class in machin.frame.transition)
Trigger (class in machin.utils.helper_classes)
U
UniformNoiseGen (class in machin.frame.noise.generator)
unpair() (machin.parallel.distributed.RpcGroup method)
update() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.impala.IMPALA method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
update_all_leaves() (machin.frame.buffers.prioritized_buffer.WeightTree method)
update_leaf() (machin.frame.buffers.prioritized_buffer.WeightTree method)
update_leaf_batch() (machin.frame.buffers.prioritized_buffer.WeightTree method)
update_lr_scheduler() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.impala.IMPALA method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
update_priority() (machin.frame.buffers.prioritized_buffer.PrioritizedBuffer method)
(machin.frame.buffers.prioritized_buffer_d.DistributedPrioritizedBuffer method)
V
visualize_graph() (in module machin.utils.visualize)
visualize_model() (machin.frame.algorithms.a2c.A2C method)
(machin.frame.algorithms.a3c.A3C method)
(machin.frame.algorithms.apex.DDPGApex method)
(machin.frame.algorithms.apex.DQNApex method)
(machin.frame.algorithms.base.TorchFramework method)
(machin.frame.algorithms.ddpg.DDPG method)
(machin.frame.algorithms.ddpg_per.DDPGPer method)
(machin.frame.algorithms.dqn.DQN method)
(machin.frame.algorithms.dqn_per.DQNPer method)
(machin.frame.algorithms.gail.GAIL method)
(machin.frame.algorithms.hddpg.HDDPG method)
(machin.frame.algorithms.maddpg.MADDPG method)
(machin.frame.algorithms.ppo.PPO method)
(machin.frame.algorithms.rainbow.RAINBOW method)
(machin.frame.algorithms.sac.SAC method)
(machin.frame.algorithms.td3.TD3 method)
W
wait() (machin.parallel.pool.AsyncResult method)
warn() (machin.utils.logging.FakeLogger method)
warning() (machin.utils.logging.FakeLogger method)
watch() (machin.parallel.server.PushPullGradServerImpl method)
WeightTree (class in machin.frame.buffers.prioritized_buffer)
worker() (machin.parallel.pool.BasePool static method)
(machin.parallel.pool.Pool static method)
World() (in module machin.parallel.distributed)
writer (machin.utils.tensor_board.TensorBoard attribute)
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