Index

A

AtariNet (class in pytorch_seed_rl.nets)

AutoResetWrapper (class in pytorch_seed_rl.environments.atari_wrappers)

B

batched_rpc() (pytorch_seed_rl.agents.rpc_caller.RpcCaller method)

behavior_action_log_probs() (pytorch_seed_rl.functional.vtrace.VTraceFromLogitsReturns property)

C

ClipRewardEnv (class in pytorch_seed_rl.environments.atari_wrappers)

D

DictObservationsEnv (class in pytorch_seed_rl.environments.atari_wrappers)

E

entropy() (in module pytorch_seed_rl.functional.loss)

EnvSpawner (class in pytorch_seed_rl.environments) EpisodicLifeEnv (class in pytorch_seed_rl.environments.atari_wrappers)

F

FireResetEnv (class in pytorch_seed_rl.environments.atari_wrappers) forward() (pytorch_seed_rl.nets.AtariNet method)

FrameStack (class in pytorch_seed_rl.environments.atari_wrappers) from_logits() (in module pytorch_seed_rl.functional.vtrace)

I

ImageToPyTorch (class in pytorch_seed_rl.environments.atari_wrappers)

initial() (pytorch_seed_rl.environments.atari_wrappers.DictObservationsEnv method) initial_state() (pytorch_seed_rl.nets.AtariNet method)

L

LazyFrames (class in pytorch_seed_rl.environments.atari_wrappers)

log_rhos() (pytorch_seed_rl.functional.vtrace.VTraceFromLogitsReturns property) loop() (pytorch_seed_rl.agents.rpc_caller.RpcCaller method)

M

make_atari() (in module pytorch_seed_rl.environments.atari_wrappers) MaxAndSkipEnv (class in pytorch_seed_rl.environments.atari_wrappers) module pytorch_seed_rl pytorch_seed_rl.environments pytorch_seed_rl.environments.atari_wrappers pytorch_seed_rl.functional pytorch_seed_rl.functional.loss pytorch_seed_rl.functional.vtrace pytorch_seed_rl.nets

N

NoopResetEnv (class in pytorch_seed_rl.environments.atari_wrappers)

P

pg_advantages() (pytorch_seed_rl.functional.vtrace.VTraceFromLogitsReturns property) policy_gradient() (in module pytorch_seed_rl.functional.loss) pytorch_seed_rl module pytorch_seed_rl.environments module pytorch_seed_rl.environments.atari_wrappers module

pytorch_seed_rl.functional module pytorch_seed_rl.functional.loss module pytorch_seed_rl.functional.vtrace module pytorch_seed_rl.nets module

R

reset() (pytorch_seed_rl.environments.atari_wrappers.EpisodicLifeEnv method) (pytorch_seed_rl.environments.atari_wrappers.NoopResetEnv method)

reward() (pytorch_seed_rl.environments.atari_wrappers.ClipRewardEnv method) RpcCaller (class in pytorch_seed_rl.agents.rpc_caller)

S

ScaledFloatFrame (class in pytorch_seed_rl.environments.atari_wrappers)

spawn() (pytorch_seed_rl.environments.EnvSpawner method) step() (pytorch_seed_rl.environments.atari_wrappers.MaxAndSkipEnv method)

T

target_action_log_probs() (pytorch_seed_rl.functional.vtrace.VTraceFromLogitsReturns property)

V

vs() (pytorch_seed_rl.functional.vtrace.VTraceFromLogitsReturns property)

VTraceFromLogitsReturns (class in pytorch_seed_rl.functional.vtrace)

W

WarpFrame (class in pytorch_seed_rl.environments.atari_wrappers)

wrap_deepmind() (in module pytorch_seed_rl.environments.atari_wrappers) wrap_pytorch() (in module pytorch_seed_rl.environments.atari_wrappers)