Index

A

Actions (class in popgym.core.maze) Activation() (in module popgym.baselines.models.s4d) add_act_space_to_obs_space() (popgym.wrappers.previous_action.PreviousAction static method) add_act_to_obs() (popgym.wrappers.previous_action.PreviousAction static method) add_noise_to_obs() (popgym.envs.noisy_position_only_cartpole.NoisyPositionOnlyCartPole method) (popgym.envs.noisy_position_only_pendulum.NoisyPositionOnlyPendulum method) add_players() (popgym.core.deck.Deck method) add_state() (popgym.wrappers.markovian.Markovian method) Aggregation (class in popgym.baselines.models.aggregations) ALL (in module popgym.envs) ALL_BASE (in module popgym.envs) ALL_CONTROL (in module popgym.envs) ALL_DIAGNOSTIC (in module popgym.envs) ALL_EASY (in module popgym.envs)

ALL_GAME (in module popgym.envs) ALL_HARD (in module popgym.envs) ALL_MEDIUM (in module popgym.envs) ALL_NAVIGATION (in module popgym.envs) ALL_NOISY (in module popgym.envs) Antialias (class in popgym.wrappers.antialias) antialias_obs() (popgym.wrappers.antialias.Antialias static method) antialias_obs_space() (popgym.wrappers.antialias.Antialias static method) apply_embedding() (popgym.baselines.ray_models.base_model.BaseModel method) ascii_version_of_card() (in module popgym.core.deck) Autoencode (class in popgym.envs.autoencode) AutoencodeEasy (class in popgym.envs.autoencode) AutoencodeHard (class in popgym.envs.autoencode) AutoencodeMedium (class in popgym.envs.autoencode)

B

Base2Embedding (class in popgym.baselines.models.embeddings) BASE_CONFIG (popgym.baselines.ray_models.base_model.BaseModel attribute) BaseModel (class in popgym.baselines.ray_models.base_model) BasicMLP (class in popgym.baselines.ray_models.ray_mlp) BATCH (in module popgym.util.benchmark)

Battleship (class in popgym.envs.battleship) BattleshipEasy (class in popgym.envs.battleship) BattleshipHard (class in popgym.envs.battleship) BattleshipMedium (class in popgym.envs.battleship) build_dnc() (popgym.baselines.ray_models.ray_diffnc.DiffNC method)

C

Cell (class in popgym.core.maze) clamp_weights() (popgym.baselines.models.indrnn.IndRNN method) CLEAR (popgym.envs.minesweeper.HiddenSquare attribute) clone() (popgym.core.deck.Deck method) COLORS (in module popgym.core.deck) combination() (in module popgym.baselines.models.s4d) combinations (in module popgym.baselines.models.s4d) Concentration (class in popgym.envs.concentration) ConcentrationEasy (class in popgym.envs.concentration) ConcentrationHard (class in popgym.envs.concentration) ConcentrationMedium (class in popgym.envs.concentration)

continuous() (popgym.wrappers.flatten.Flatten method) contract (in module popgym.baselines.models.s4d) contract_expression (in module popgym.baselines.models.s4d) CONTROL (in module popgym.envs) CONTROL_EASY (in module popgym.envs) CONTROL_HARD (in module popgym.envs) CONTROL_MEDIUM (in module popgym.envs) CountRecall (class in popgym.envs.count_recall) CountRecallEasy (class in popgym.envs.count_recall) CountRecallHard (class in popgym.envs.count_recall) CountRecallMedium (class in popgym.envs.count_recall)

D

d_output (popgym.baselines.models.s4d.S4 property) deal() (popgym.core.deck.Deck method) (popgym.envs.count_recall.CountRecall method) Deck (class in popgym.core.deck) DECK_SIZE (in module popgym.core.deck) DeckEmptyError DeepFastWeightProgrammer (class in popgym.baselines.ray_models.ray_fwp) DeepLinearAttention (class in popgym.baselines.ray_models.ray_linear_attention) default_state() (popgym.baselines.models.s4d.S4 method) (popgym.baselines.models.s4d.SSKernel method) (popgym.baselines.models.s4d.SSKernelDiag method) (popgym.baselines.models.s4d.SSKernelNPLR method) define_hand_value() (popgym.core.deck.Deck method)

DIAGNOSTIC (in module popgym.envs) DIAGNOSTIC_EASY (in module popgym.envs) DIAGNOSTIC_HARD (in module popgym.envs) DIAGNOSTIC_MEDIUM (in module popgym.envs) DiffNC (class in popgym.baselines.ray_models.ray_diffnc) DIM (in module popgym.util.benchmark) discard() (popgym.core.deck.Deck method) discard_all() (popgym.core.deck.Deck method) discard_hands() (popgym.core.deck.Deck method) DiscreteAction (class in popgym.wrappers.discrete_action) DOWN (popgym.core.maze.Actions attribute) dplr() (in module popgym.baselines.models.s4d) DropoutNd (class in popgym.baselines.models.s4d)

E

e (in module popgym.envs.minesweeper)

Elman (class in popgym.baselines.ray_models.ray_elman) Explored (class in popgym.core.maze)

F

FastWeightProgrammer (class in popgym.baselines.ray_models.ray_fwp) Flatten (class in popgym.wrappers.flatten) forward() (popgym.baselines.models.aggregations.Aggregation method) (popgym.baselines.models.aggregations.MaxAggregation method) (popgym.baselines.models.aggregations.SumAggregation method) (popgym.baselines.models.embeddings.Base2Embedding method) (popgym.baselines.models.embeddings.PerceptronEmbedding method) (popgym.baselines.models.embeddings.PhaserEncoding method) (popgym.baselines.models.embeddings.ScaledPositionalEncoding method) (popgym.baselines.models.embeddings.SimpleScaledEncoding method) (popgym.baselines.models.embeddings.SoftExponentialEmbedding method) (popgym.baselines.models.embeddings.Time2Vec method) (popgym.baselines.models.fwp.FWPBlock method) (popgym.baselines.models.indrnn.IndRNN method) (popgym.baselines.models.linear_attention.LinearAttentionBlock method) (popgym.baselines.models.linear_attention.Phi method) (popgym.baselines.models.lmu.LMU method) (popgym.baselines.models.lmu.LMUCell method) (popgym.baselines.models.lmu.LMUFFT method) (popgym.baselines.models.s4d.DropoutNd method) (popgym.baselines.models.s4d.S4 method) (popgym.baselines.models.s4d.SSKernel method) (popgym.baselines.models.s4d.SSKernelDiag method) (popgym.baselines.models.s4d.SSKernelNPLR method) (popgym.baselines.ray_models.base_model.BaseModel method)

forward_memory() (popgym.baselines.ray_models.base_model.BaseModel method) (popgym.baselines.ray_models.ray_diffnc.DiffNC method) (popgym.baselines.ray_models.ray_elman.Elman method) (popgym.baselines.ray_models.ray_frameconv.Frameconv method) (popgym.baselines.ray_models.ray_framestack.Framestack method) (popgym.baselines.ray_models.ray_fwp.DeepFastWeightProgrammer method) (popgym.baselines.ray_models.ray_fwp.FastWeightProgrammer method) (popgym.baselines.ray_models.ray_gru.GRU method) (popgym.baselines.ray_models.ray_indrnn.IndRNN method) (popgym.baselines.ray_models.ray_linear_attention.DeepLinearAttention method) (popgym.baselines.ray_models.ray_linear_attention.LinearAttention method) (popgym.baselines.ray_models.ray_lmu.LMU method) (popgym.baselines.ray_models.ray_lstm.LSTM method) (popgym.baselines.ray_models.ray_mlp.MLP method) (popgym.baselines.ray_models.ray_s4d.S4D method) forward_state() (popgym.baselines.models.s4d.SSKernel method) (popgym.baselines.models.s4d.SSKernelDiag method) Frameconv (class in popgym.baselines.ray_models.ray_frameconv) Framestack (class in popgym.baselines.ray_models.ray_framestack) FREE (popgym.core.maze.Cell attribute) FULL (popgym.core.observability.Observability attribute) FULL_AND_PARTIAL (popgym.core.observability.Observability attribute) FULL_IN_INFO_DICT (popgym.core.observability.Observability attribute) FWPBlock (class in popgym.baselines.models.fwp)

G

GAME (in module popgym.envs) GAME_EASY (in module popgym.envs) GAME_HARD (in module popgym.envs) GAME_MEDIUM (in module popgym.envs) get_aggregator() (in module popgym.baselines.models.aggregations) get_initial_state() (popgym.baselines.ray_models.base_model.BaseModel method) get_logger() (in module popgym.baselines.models.s4d) get_null_action() (popgym.wrappers.previous_action.PreviousAction static method) get_obs() (popgym.core.maze.MazeEnv method) (popgym.envs.concentration.Concentration method) get_obs_space() (popgym.core.deck.Deck method) get_state() (popgym.core.env.POPGymEnv method) (popgym.core.maze.MazeEnv method) (popgym.core.wrapper.POPGymWrapper method) (popgym.envs.autoencode.Autoencode method) (popgym.envs.battleship.Battleship method) (popgym.envs.concentration.Concentration method) (popgym.envs.count_recall.CountRecall method) (popgym.envs.higher_lower.HigherLower method) (popgym.envs.minesweeper.MineSweeper method) (popgym.envs.multiarmed_bandit.MultiarmedBandit method) (popgym.envs.position_only_cartpole.PositionOnlyCartPole method) (popgym.envs.position_only_pendulum.PositionOnlyPendulum method) (popgym.envs.repeat_first.RepeatFirst method) (popgym.envs.repeat_previous.RepeatPrevious method) (popgym.envs.velocity_only_cartpole.VelocityOnlyCartPole method)

GOAL (popgym.core.maze.Cell attribute) GRU (class in popgym.baselines.ray_models.ray_gru)

H

h (in module popgym.util.benchmark) hand_size() (popgym.core.deck.Deck method) has_cauchy_extension (in module popgym.baselines.models.s4d) has_mazelib() (in module popgym.envs) has_pykeops (in module popgym.baselines.models.s4d)

HIDDEN (popgym.core.maze.Cell attribute) HiddenSquare (class in popgym.envs.minesweeper) HigherLower (class in popgym.envs.higher_lower) HigherLowerEasy (class in popgym.envs.higher_lower) HigherLowerHard (class in popgym.envs.higher_lower) HigherLowerMedium (class in popgym.envs.higher_lower)

I

impulse() (popgym.baselines.models.lmu.LMUFFT method) IndRNN (class in popgym.baselines.models.indrnn) (class in popgym.baselines.ray_models.ray_indrnn) inference_closure() (in module popgym.util.benchmark) initial_state() (popgym.baselines.ray_models.base_model.BaseModel method) (popgym.baselines.ray_models.ray_diffnc.DiffNC method) (popgym.baselines.ray_models.ray_elman.Elman method) (popgym.baselines.ray_models.ray_frameconv.Frameconv method) (popgym.baselines.ray_models.ray_framestack.Framestack method) (popgym.baselines.ray_models.ray_fwp.DeepFastWeightProgrammer method) (popgym.baselines.ray_models.ray_fwp.FastWeightProgrammer method) (popgym.baselines.ray_models.ray_gru.GRU method) (popgym.baselines.ray_models.ray_indrnn.IndRNN method) (popgym.baselines.ray_models.ray_linear_attention.DeepLinearAttention method) (popgym.baselines.ray_models.ray_linear_attention.LinearAttention method) (popgym.baselines.ray_models.ray_lmu.LMU method) (popgym.baselines.ray_models.ray_lstm.LSTM method) (popgym.baselines.ray_models.ray_mlp.MLP method) (popgym.baselines.ray_models.ray_s4d.S4D method)

initParameters() (popgym.baselines.models.lmu.LMUCell method) IS_T0 (in module popgym.wrappers.antialias)

L

LabyrinthEscape (class in popgym.envs.labyrinth_escape) LabyrinthEscapeEasy (class in popgym.envs.labyrinth_escape) LabyrinthEscapeHard (class in popgym.envs.labyrinth_escape) LabyrinthEscapeMedium (class in popgym.envs.labyrinth_escape) LabyrinthExplore (class in popgym.envs.labyrinth_explore) LabyrinthExploreEasy (class in popgym.envs.labyrinth_explore) LabyrinthExploreHard (class in popgym.envs.labyrinth_explore) LabyrinthExploreMedium (class in popgym.envs.labyrinth_explore) leCunUniform() (in module popgym.baselines.models.lmu) LEFT (popgym.core.maze.Actions attribute)

LinearActivation() (in module popgym.baselines.models.s4d) LinearAttention (class in popgym.baselines.ray_models.ray_linear_attention) LinearAttentionBlock (class in popgym.baselines.models.linear_attention) LMU (class in popgym.baselines.models.lmu) (class in popgym.baselines.ray_models.ray_lmu) LMUCell (class in popgym.baselines.models.lmu) LMUFFT (class in popgym.baselines.models.lmu) local_view() (popgym.core.maze.MazeEnv method) log (in module popgym.baselines.models.s4d) LSTM (class in popgym.baselines.ray_models.ray_lstm)

M

main() (in module popgym.baselines.ppo) (in module popgym.util.benchmark) make_obs() (popgym.envs.autoencode.Autoencode method) Markovian (class in popgym.wrappers.markovian) MaxAggregation (class in popgym.baselines.models.aggregations) MazeEnv (class in popgym.core.maze) MEMORY_KEYS (popgym.baselines.ray_models.ray_diffnc.DiffNC attribute) MINE (popgym.envs.minesweeper.HiddenSquare attribute) MineSweeper (class in popgym.envs.minesweeper) MineSweeperEasy (class in popgym.envs.minesweeper) MineSweeperHard (class in popgym.envs.minesweeper) MineSweeperMedium (class in popgym.envs.minesweeper) MLP (class in popgym.baselines.ray_models.ray_mlp) mod_name (in module popgym.envs) Mode (class in popgym.envs.autoencode) MODEL_CONFIG (popgym.baselines.ray_models.base_model.BaseModel attribute) (popgym.baselines.ray_models.ray_diffnc.DiffNC attribute) (popgym.baselines.ray_models.ray_elman.Elman attribute) (popgym.baselines.ray_models.ray_frameconv.Frameconv attribute) (popgym.baselines.ray_models.ray_framestack.Framestack attribute) (popgym.baselines.ray_models.ray_fwp.DeepFastWeightProgrammer attribute) (popgym.baselines.ray_models.ray_fwp.FastWeightProgrammer attribute) (popgym.baselines.ray_models.ray_gru.GRU attribute) (popgym.baselines.ray_models.ray_indrnn.IndRNN attribute) (popgym.baselines.ray_models.ray_linear_attention.DeepLinearAttention attribute) (popgym.baselines.ray_models.ray_linear_attention.LinearAttention attribute) (popgym.baselines.ray_models.ray_lmu.LMU attribute) (popgym.baselines.ray_models.ray_lstm.LSTM attribute) (popgym.baselines.ray_models.ray_mlp.BasicMLP attribute) (popgym.baselines.ray_models.ray_mlp.MLP attribute) (popgym.baselines.ray_models.ray_s4d.S4D attribute) module popgym popgym.baselines popgym.baselines.models popgym.baselines.models.aggregations popgym.baselines.models.embeddings popgym.baselines.models.fwp popgym.baselines.models.indrnn popgym.baselines.models.linear_attention popgym.baselines.models.lmu popgym.baselines.models.s4d popgym.baselines.ppo popgym.baselines.ray_models popgym.baselines.ray_models.base_model popgym.baselines.ray_models.ray_diffnc popgym.baselines.ray_models.ray_elman popgym.baselines.ray_models.ray_frameconv popgym.baselines.ray_models.ray_framestack popgym.baselines.ray_models.ray_fwp popgym.baselines.ray_models.ray_gru popgym.baselines.ray_models.ray_indrnn popgym.baselines.ray_models.ray_linear_attention popgym.baselines.ray_models.ray_lmu popgym.baselines.ray_models.ray_lstm popgym.baselines.ray_models.ray_mlp popgym.baselines.ray_models.ray_s4d popgym.core popgym.core.deck popgym.core.env popgym.core.maze popgym.core.observability popgym.core.wrapper popgym.envs popgym.envs.autoencode popgym.envs.battleship popgym.envs.concentration popgym.envs.count_recall popgym.envs.higher_lower popgym.envs.labyrinth_escape popgym.envs.labyrinth_explore popgym.envs.minesweeper popgym.envs.multiarmed_bandit popgym.envs.noisy_position_only_cartpole popgym.envs.noisy_position_only_pendulum popgym.envs.position_only_cartpole popgym.envs.position_only_pendulum popgym.envs.repeat_first popgym.envs.repeat_previous popgym.envs.velocity_only_cartpole popgym.util popgym.util.benchmark popgym.wrappers popgym.wrappers.antialias popgym.wrappers.discrete_action popgym.wrappers.flatten popgym.wrappers.markovian popgym.wrappers.previous_action

move() (popgym.core.maze.MazeEnv method) MultiarmedBandit (class in popgym.envs.multiarmed_bandit) MultiarmedBanditEasy (class in popgym.envs.multiarmed_bandit) MultiarmedBanditHard (class in popgym.envs.multiarmed_bandit) MultiarmedBanditMedium (class in popgym.envs.multiarmed_bandit)

N

NAVIGATION (in module popgym.envs) NO (popgym.core.maze.Explored attribute) NOISY (in module popgym.envs) NOISY_EASY (in module popgym.envs) NOISY_HARD (in module popgym.envs) NOISY_MEDIUM (in module popgym.envs) NoisyPositionOnlyCartPole (class in popgym.envs.noisy_position_only_cartpole) NoisyPositionOnlyCartPoleEasy (class in popgym.envs.noisy_position_only_cartpole)

NoisyPositionOnlyCartPoleHard (class in popgym.envs.noisy_position_only_cartpole) NoisyPositionOnlyCartPoleMedium (class in popgym.envs.noisy_position_only_cartpole) NoisyPositionOnlyPendulum (class in popgym.envs.noisy_position_only_pendulum) NoisyPositionOnlyPendulumEasy (class in popgym.envs.noisy_position_only_pendulum) NoisyPositionOnlyPendulumHard (class in popgym.envs.noisy_position_only_pendulum) NoisyPositionOnlyPendulumMedium (class in popgym.envs.noisy_position_only_pendulum) NONE (popgym.core.maze.Actions attribute) nplr() (in module popgym.baselines.models.s4d)

O

OBS (in module popgym.core.observability) obs_requires_prev_action (popgym.core.env.POPGymEnv attribute) (popgym.core.maze.MazeEnv attribute) (popgym.envs.battleship.Battleship attribute) (popgym.envs.concentration.Concentration attribute) (popgym.envs.minesweeper.MineSweeper attribute) (popgym.envs.multiarmed_bandit.MultiarmedBandit attribute)

Observability (class in popgym.core.observability) observability_level (popgym.core.env.POPGymEnv attribute) OBSTACLE (popgym.core.maze.Cell attribute) OptimModule (class in popgym.baselines.models.s4d)

P

pack_state() (popgym.baselines.ray_models.ray_diffnc.DiffNC method) PARTIAL (popgym.core.observability.Observability attribute) PerceptronEmbedding (class in popgym.baselines.models.embeddings) PhaserEncoding (class in popgym.baselines.models.embeddings) Phi (class in popgym.baselines.models.linear_attention) place_ship() (popgym.envs.battleship.Battleship method) PLAY (popgym.envs.autoencode.Mode attribute) popgym module popgym.baselines module popgym.baselines.models module popgym.baselines.models.aggregations module popgym.baselines.models.embeddings module popgym.baselines.models.fwp module popgym.baselines.models.indrnn module popgym.baselines.models.linear_attention module popgym.baselines.models.lmu module popgym.baselines.models.s4d module popgym.baselines.ppo module popgym.baselines.ray_models module popgym.baselines.ray_models.base_model module popgym.baselines.ray_models.ray_diffnc module popgym.baselines.ray_models.ray_elman module popgym.baselines.ray_models.ray_frameconv module popgym.baselines.ray_models.ray_framestack module popgym.baselines.ray_models.ray_fwp module popgym.baselines.ray_models.ray_gru module popgym.baselines.ray_models.ray_indrnn module popgym.baselines.ray_models.ray_linear_attention module popgym.baselines.ray_models.ray_lmu module popgym.baselines.ray_models.ray_lstm module popgym.baselines.ray_models.ray_mlp module popgym.baselines.ray_models.ray_s4d module popgym.core module popgym.core.deck module popgym.core.env module popgym.core.maze module popgym.core.observability module popgym.core.wrapper module

popgym.envs module popgym.envs.autoencode module popgym.envs.battleship module popgym.envs.concentration module popgym.envs.count_recall module popgym.envs.higher_lower module popgym.envs.labyrinth_escape module popgym.envs.labyrinth_explore module popgym.envs.minesweeper module popgym.envs.multiarmed_bandit module popgym.envs.noisy_position_only_cartpole module popgym.envs.noisy_position_only_pendulum module popgym.envs.position_only_cartpole module popgym.envs.position_only_pendulum module popgym.envs.repeat_first module popgym.envs.repeat_previous module popgym.envs.velocity_only_cartpole module popgym.util module popgym.util.benchmark module popgym.wrappers module popgym.wrappers.antialias module popgym.wrappers.discrete_action module popgym.wrappers.flatten module popgym.wrappers.markovian module popgym.wrappers.previous_action module POPGymEnv (class in popgym.core.env) POPGymWrapper (class in popgym.core.wrapper) positional_encoding() (in module popgym.baselines.models.embeddings) PositionOnlyCartPole (class in popgym.envs.position_only_cartpole) PositionOnlyCartPoleEasy (class in popgym.envs.position_only_cartpole) PositionOnlyCartPoleHard (class in popgym.envs.position_only_cartpole) PositionOnlyCartPoleMedium (class in popgym.envs.position_only_cartpole) PositionOnlyPendulum (class in popgym.envs.position_only_pendulum) PositionOnlyPendulumEasy (class in popgym.envs.position_only_pendulum) PositionOnlyPendulumHard (class in popgym.envs.position_only_pendulum) PositionOnlyPendulumMedium (class in popgym.envs.position_only_pendulum) power() (in module popgym.baselines.models.s4d) preprocess_obs() (popgym.baselines.ray_models.base_model.BaseModel method) PREV_ACTION (in module popgym.wrappers.discrete_action) (in module popgym.wrappers.previous_action) PreviousAction (class in popgym.wrappers.previous_action) psi() (popgym.baselines.models.embeddings.PhaserEncoding method)

Q

query (popgym.envs.count_recall.CountRecall attribute)

R

rank_correction() (in module popgym.baselines.models.s4d) RANKS (in module popgym.core.deck) recurrent_update() (popgym.baselines.models.embeddings.PhaserEncoding method) recurrent_update2() (popgym.baselines.models.embeddings.PhaserEncoding method) register() (popgym.baselines.models.s4d.OptimModule method) render() (popgym.envs.battleship.Battleship method) (popgym.envs.concentration.Concentration method) (popgym.envs.count_recall.CountRecall method) (popgym.envs.higher_lower.HigherLower method) (popgym.envs.labyrinth_escape.LabyrinthEscape method) (popgym.envs.labyrinth_explore.LabyrinthExplore method) (popgym.envs.minesweeper.MineSweeper method) RepeatFirst (class in popgym.envs.repeat_first) RepeatFirstEasy (class in popgym.envs.repeat_first) RepeatFirstHard (class in popgym.envs.repeat_first) RepeatFirstMedium (class in popgym.envs.repeat_first) RepeatPrevious (class in popgym.envs.repeat_previous) RepeatPreviousEasy (class in popgym.envs.repeat_previous) RepeatPreviousHard (class in popgym.envs.repeat_previous) RepeatPreviousMedium (class in popgym.envs.repeat_previous) reset() (popgym.core.deck.Deck method) (popgym.core.maze.MazeEnv method) (popgym.envs.autoencode.Autoencode method) (popgym.envs.battleship.Battleship method) (popgym.envs.concentration.Concentration method) (popgym.envs.count_recall.CountRecall method) (popgym.envs.higher_lower.HigherLower method) (popgym.envs.labyrinth_escape.LabyrinthEscape method) (popgym.envs.labyrinth_explore.LabyrinthExplore method) (popgym.envs.minesweeper.MineSweeper method) (popgym.envs.multiarmed_bandit.MultiarmedBandit method) (popgym.envs.noisy_position_only_cartpole.NoisyPositionOnlyCartPole method) (popgym.envs.noisy_position_only_pendulum.NoisyPositionOnlyPendulum method) (popgym.envs.position_only_cartpole.PositionOnlyCartPole method) (popgym.envs.position_only_pendulum.PositionOnlyPendulum method) (popgym.envs.repeat_first.RepeatFirst method) (popgym.envs.repeat_previous.RepeatPrevious method) (popgym.envs.velocity_only_cartpole.VelocityOnlyCartPole method) (popgym.wrappers.antialias.Antialias method) (popgym.wrappers.flatten.Flatten method) (popgym.wrappers.markovian.Markovian method) (popgym.wrappers.previous_action.PreviousAction method)

reward_transform() (popgym.envs.position_only_cartpole.PositionOnlyCartPole method) (popgym.envs.position_only_pendulum.PositionOnlyPendulum method) (popgym.envs.velocity_only_cartpole.VelocityOnlyCartPole method) RIGHT (popgym.core.maze.Actions attribute)

S

S4 (class in popgym.baselines.models.s4d) S4D (class in popgym.baselines.ray_models.ray_s4d) sample_deck() (popgym.envs.count_recall.CountRecall method) SAMPLES (in module popgym.util.benchmark) ScaledPositionalEncoding (class in popgym.baselines.models.embeddings) setup_embedding() (popgym.baselines.ray_models.base_model.BaseModel method) setup_step() (popgym.baselines.models.s4d.S4 method) show() (popgym.core.deck.Deck method) SimpleScaledEncoding (class in popgym.baselines.models.embeddings) SoftExponentialEmbedding (class in popgym.baselines.models.embeddings) SSKernel (class in popgym.baselines.models.s4d) SSKernelDiag (class in popgym.baselines.models.s4d) SSKernelNPLR (class in popgym.baselines.models.s4d) ssm() (in module popgym.baselines.models.s4d) START (popgym.core.maze.Cell attribute) STATE (in module popgym.core.observability) state_space (popgym.core.env.POPGymEnv attribute) (popgym.core.wrapper.POPGymWrapper property) stateSpaceMatrices() (popgym.baselines.models.lmu.LMUCell method) (popgym.baselines.models.lmu.LMUFFT method) step() (popgym.baselines.models.s4d.S4 method) (popgym.baselines.models.s4d.SSKernel method) (popgym.baselines.models.s4d.SSKernelDiag method) (popgym.baselines.models.s4d.SSKernelNPLR method) (popgym.core.maze.MazeEnv method) (popgym.envs.autoencode.Autoencode method) (popgym.envs.battleship.Battleship method) (popgym.envs.concentration.Concentration method) (popgym.envs.count_recall.CountRecall method) (popgym.envs.higher_lower.HigherLower method) (popgym.envs.labyrinth_escape.LabyrinthEscape method) (popgym.envs.labyrinth_explore.LabyrinthExplore method) (popgym.envs.minesweeper.MineSweeper method) (popgym.envs.multiarmed_bandit.MultiarmedBandit method) (popgym.envs.noisy_position_only_cartpole.NoisyPositionOnlyCartPole method) (popgym.envs.noisy_position_only_pendulum.NoisyPositionOnlyPendulum method) (popgym.envs.position_only_cartpole.PositionOnlyCartPole method) (popgym.envs.position_only_pendulum.PositionOnlyPendulum method) (popgym.envs.repeat_first.RepeatFirst method) (popgym.envs.repeat_previous.RepeatPrevious method) (popgym.envs.velocity_only_cartpole.VelocityOnlyCartPole method) (popgym.wrappers.antialias.Antialias method) (popgym.wrappers.discrete_action.DiscreteAction method) (popgym.wrappers.flatten.Flatten method) (popgym.wrappers.markovian.Markovian method) (popgym.wrappers.previous_action.PreviousAction method)

SUITS (in module popgym.core.deck) SUITS_UNICODE (in module popgym.core.deck) SumAggregation (class in popgym.baselines.models.aggregations)

T

TIME (in module popgym.util.benchmark) Time2Vec (class in popgym.baselines.models.embeddings)

tostring() (popgym.core.maze.MazeEnv method) train_closure() (in module popgym.util.benchmark) transition() (in module popgym.baselines.models.s4d)

U

unpack_state() (popgym.baselines.ray_models.ray_diffnc.DiffNC method)

UP (popgym.core.maze.Actions attribute)

V

value() (popgym.core.deck.Deck method) value_fn() (in module popgym.envs.higher_lower) value_function() (popgym.baselines.ray_models.base_model.BaseModel method) value_idx() (popgym.core.deck.Deck method) VelocityOnlyCartPole (class in popgym.envs.velocity_only_cartpole)

VelocityOnlyCartPoleEasy (class in popgym.envs.velocity_only_cartpole) VelocityOnlyCartPoleHard (class in popgym.envs.velocity_only_cartpole) VelocityOnlyCartPoleMedium (class in popgym.envs.velocity_only_cartpole) VIEWED (popgym.envs.minesweeper.HiddenSquare attribute) visualize() (popgym.core.deck.Deck method) visualize_idx() (popgym.core.deck.Deck method)

W

WATCH (popgym.envs.autoencode.Mode attribute)

weight_init() (in module popgym.baselines.ray_models.base_model)

Y

YES (popgym.core.maze.Explored attribute)