People's Reinforcement Learning (PRL)
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People’s Reinforcement Learning (PRL)
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People's Reinforcement Learning (PRL)
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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U
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Y
A
A2CAdvantage (class in prl.agents.agents)
A2CAgent (class in prl.agents.agents)
act() (ActorCriticAgent method)
(Agent method)
(AgentABC method)
(CrossEntropyAgent method)
(DQNAgent method)
(REINFORCEAgent method)
(RandomAgent method)
action_space (Environment attribute)
(EnvironmentABC attribute)
action_space() (ActionTransformer method)
(ActionTransformerABC method)
(NoOpActionTransformer method)
action_transformer (Environment attribute)
(EnvironmentABC attribute)
ActionTransformer (class in prl.transformers.action_transformers)
ActionTransformerABC (class in prl.typing)
ActorCriticAgent (class in prl.agents.agents)
add() (Logger method)
Advantage (class in prl.agents.agents)
AdvantageABC (class in prl.typing)
Agent (class in prl.agents.agents)
AgentABC (class in prl.typing)
AgentCallback (class in prl.callbacks.callbacks)
AgentCallbackABC (class in prl.typing)
B
BaseAgentCheckpoint (class in prl.callbacks.callbacks)
BLUE (colors attribute)
BOLD (colors attribute)
C
calculate_advantages() (A2CAdvantage method)
(Advantage method)
(GAEAdvantage method)
calculate_returns (in module prl.storage.storage)
calculate_total_rewards (in module prl.storage.storage)
CallbackHandler (class in prl.callbacks.callbacks)
check_run_condition() (CallbackHandler static method)
clear() (Memory method)
close() (Environment method)
(EnvironmentABC method)
colors (class in prl.utils.misc)
contains() (TransformedSpace method)
convert_to_pytorch() (PytorchFA method)
CrossEntropyAgent (class in prl.agents.agents)
D
DQNAgent (class in prl.agents.agents)
DQNLoss (class in prl.function_approximators.pytorch_nn)
E
EarlyStopping (class in prl.callbacks.callbacks)
END_FORMAT (colors attribute)
Environment (class in prl.environments.environments)
EnvironmentABC (class in prl.typing)
F
flush() (Logger method)
forward() (DQNLoss method)
(PolicyGradientLoss method)
(PytorchConv method)
(PytorchMLP method)
(PytorchNet method)
(PytorchNetABC method)
FrameSkipEnvironment (class in prl.environments.environments)
FunctionApproximator (class in prl.function_approximators.function_approximators)
FunctionApproximatorABC (class in prl.typing)
G
GAEAdvantage (class in prl.agents.agents)
get_actions() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
get_data() (Logger method)
get_dones() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
get_last_state() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
get_number_of_episodes() (History method)
(HistoryABC method)
get_returns() (History method)
(HistoryABC method)
get_rewards() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
get_states() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
get_summary() (History method)
(HistoryABC method)
get_total_rewards() (History method)
(HistoryABC method)
GREEN (colors attribute)
H
History (class in prl.storage.storage)
HistoryABC (class in prl.typing)
I
id (ActionTransformer attribute)
(ActionTransformerABC attribute)
(ActorCriticAgent attribute)
(Agent attribute)
(AgentABC attribute)
(CrossEntropyAgent attribute)
(DQNAgent attribute)
(Environment attribute)
(EnvironmentABC attribute)
(FunctionApproximator attribute)
(FunctionApproximatorABC attribute)
(NoOpActionTransformer attribute)
(NoOpStateTransformer attribute)
(PongTransformer attribute)
(PytorchFA attribute)
(REINFORCEAgent attribute)
(RandomAgent attribute)
(RewardTransformer attribute)
(RewardTransformerABC attribute)
(StateShiftTransformer attribute)
(StateTransformer attribute)
(StateTransformerABC attribute)
id() (NoOpRewardTransformer method)
(RewardShiftTransformer method)
L
limited_deque() (in module prl.utils.loggers)
Logger (class in prl.utils.loggers)
M
Memory (class in prl.storage.storage)
MemoryABC (in module prl.typing)
N
new_state_update() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
NoOpActionTransformer (class in prl.transformers.action_transformers)
NoOpRewardTransformer (class in prl.transformers.reward_transformers)
NoOpStateTransformer (class in prl.transformers.state_transformers)
O
observation_space (Environment attribute)
(EnvironmentABC attribute)
on_iteration_end() (AgentCallback method)
(AgentCallbackABC method)
(BaseAgentCheckpoint method)
(CallbackHandler method)
(EarlyStopping method)
(TensorboardLogger method)
(TrainingLogger method)
(ValidationLogger method)
on_training_begin() (AgentCallback method)
(AgentCallbackABC method)
(CallbackHandler method)
on_training_end() (AgentCallback method)
(AgentCallbackABC method)
(BaseAgentCheckpoint method)
(CallbackHandler method)
(TensorboardLogger method)
P
play_episodes() (Agent method)
(AgentABC method)
play_steps() (Agent method)
(AgentABC method)
PolicyGradientLoss (class in prl.function_approximators.pytorch_nn)
PongTransformer (class in prl.transformers.state_transformers)
post_train_cleanup() (Agent method)
(AgentABC method)
pre_train_setup() (Agent method)
(AgentABC method)
(DQNAgent method)
(REINFORCEAgent method)
(RandomAgent method)
predict() (FunctionApproximator method)
(FunctionApproximatorABC method)
(PytorchConv method)
(PytorchFA method)
(PytorchMLP method)
(PytorchNet method)
(PytorchNetABC method)
prl (module)
prl.agents (module)
prl.agents.agents (module)
prl.callbacks (module)
prl.callbacks.callbacks (module)
prl.environments (module)
prl.environments.environments (module)
prl.function_approximators (module)
prl.function_approximators.function_approximators (module)
prl.function_approximators.pytorch_nn (module)
prl.storage (module)
prl.storage.storage (module)
prl.transformers (module)
prl.transformers.action_transformers (module)
prl.transformers.reward_transformers (module)
prl.transformers.state_transformers (module)
prl.typing (module)
prl.utils (module)
prl.utils.loggers (module)
prl.utils.misc (module)
prl.utils.utils (module)
PyTorchAgentCheckpoint (class in prl.callbacks.callbacks)
PytorchConv (class in prl.function_approximators.pytorch_nn)
PytorchFA (class in prl.function_approximators.pytorch_nn)
PytorchMLP (class in prl.function_approximators.pytorch_nn)
PytorchNet (class in prl.function_approximators.pytorch_nn)
PytorchNetABC (class in prl.typing)
R
RandomAgent (class in prl.agents.agents)
RED (colors attribute)
register() (Logger method)
REINFORCEAgent (class in prl.agents.agents)
reset() (ActionTransformer method)
(ActionTransformerABC method)
(Environment method)
(EnvironmentABC method)
(NoOpActionTransformer method)
(NoOpRewardTransformer method)
(NoOpStateTransformer method)
(PongTransformer method)
(RewardShiftTransformer method)
(RewardTransformer method)
(RewardTransformerABC method)
(StateShiftTransformer method)
(StateTransformer method)
(StateTransformerABC method)
(TimeShiftEnvironment method)
reward_transformer (Environment attribute)
(EnvironmentABC attribute)
RewardShiftTransformer (class in prl.transformers.reward_transformers)
RewardTransformer (class in prl.transformers.reward_transformers)
RewardTransformerABC (class in prl.typing)
run_tests() (CallbackHandler method)
S
sample() (TransformedSpace method)
sample_batch() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
save() (Logger method)
setup_callbacks() (CallbackHandler method)
state_history (Environment attribute)
(EnvironmentABC attribute)
state_transformer (Environment attribute)
(EnvironmentABC attribute)
StateShiftTransformer (class in prl.transformers.state_transformers)
StateTransformer (class in prl.transformers.state_transformers)
StateTransformerABC (class in prl.typing)
step() (Environment method)
(EnvironmentABC method)
(FrameSkipEnvironment method)
(TimeShiftEnvironment method)
Storage (class in prl.storage.storage)
StorageABC (class in prl.typing)
T
TensorboardLogger (class in prl.callbacks.callbacks)
test() (Agent method)
(AgentABC method)
timeit() (in module prl.utils.utils)
TimeLogger (class in prl.utils.loggers)
TimeShiftEnvironment (class in prl.environments.environments)
train() (Agent method)
(AgentABC method)
(FunctionApproximator method)
(FunctionApproximatorABC method)
(PytorchFA method)
train_iteration() (ActorCriticAgent method)
(Agent method)
(AgentABC method)
(CrossEntropyAgent method)
(DQNAgent method)
(REINFORCEAgent method)
(RandomAgent method)
TrainingLogger (class in prl.callbacks.callbacks)
transform() (ActionTransformer method)
(ActionTransformerABC method)
(NoOpActionTransformer method)
(NoOpRewardTransformer method)
(NoOpStateTransformer method)
(PongTransformer method)
(RewardShiftTransformer method)
(RewardTransformer method)
(RewardTransformerABC method)
(StateShiftTransformer method)
(StateTransformer method)
(StateTransformerABC method)
TransformedSpace (class in prl.environments.environments)
U
UNDERLINE (colors attribute)
update() (History method)
(HistoryABC method)
(Memory method)
(Storage method)
(StorageABC method)
V
ValidationLogger (class in prl.callbacks.callbacks)
Y
YELLOW (colors attribute)
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