Index

_

__getitem__() (xuance.common.segtree_tool.SegmentTree method) __init__() (xuance.common.segtree_tool.SegmentTree method) __setitem__() (xuance.common.segtree_tool.SegmentTree method) _capacity (xuance.common.segtree_tool.MinSegmentTree attribute) (xuance.common.segtree_tool.SegmentTree attribute) (xuance.common.segtree_tool.SumSegmentTree attribute) _neutral_element (xuance.common.segtree_tool.MinSegmentTree attribute) (xuance.common.segtree_tool.SegmentTree attribute) (xuance.common.segtree_tool.SumSegmentTree attribute)

_operation (xuance.common.segtree_tool.MinSegmentTree attribute) (xuance.common.segtree_tool.SegmentTree attribute) (xuance.common.segtree_tool.SumSegmentTree attribute) _registry (xuance.common.tuning_tools.AlgorithmHyperparametersRegistry attribute) _value (xuance.common.segtree_tool.MinSegmentTree attribute) (xuance.common.segtree_tool.SegmentTree attribute) (xuance.common.segtree_tool.SumSegmentTree attribute)

A

action_space (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) agent_mask (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper property) agent_mask() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.utils.base.RawMultiAgentEnv method) algo (xuance.common.tuning_tools.HyperParameterTuner attribute)

AlgorithmHyperparametersRegistry (class in xuance.common.tuning_tools) AlreadySteppingError avail_actions (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper property) avail_actions() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.utils.base.RawEnvironment method) (xuance.environment.utils.base.RawMultiAgentEnv method)

B

BaseBuffer (class in xuance.common.memory_tools_marl) BaseCallback (class in xuance.common.callback) benchmark() (xuance.engine.run_competition.RunnerCompetition method) (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_offlinerl.RunnerOfflineRL method)

Buffer (class in xuance.common.memory_tools) build_search_space() (in module xuance.common.tuning_tools)

C

can_sample() (xuance.common.memory_tools.RecurrentOffPolicyBuffer method) clear() (xuance.common.memory_offline.OfflineBuffer_D4RL method) (xuance.common.memory_tools.Buffer method) (xuance.common.memory_tools.DummyOffPolicyBuffer method) (xuance.common.memory_tools.DummyOffPolicyBuffer_Atari method) (xuance.common.memory_tools.DummyOnPolicyBuffer method) (xuance.common.memory_tools.DummyOnPolicyBuffer_Atari method) (xuance.common.memory_tools.PerOffPolicyBuffer method) (xuance.common.memory_tools.RecurrentOffPolicyBuffer method) (xuance.common.memory_tools.SequentialReplayBuffer method) (xuance.common.memory_tools_marl.BaseBuffer method) (xuance.common.memory_tools_marl.IC3Net_OnPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MeanField_OffPolicyBuffer method) (xuance.common.memory_tools_marl.MeanField_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MeanField_OnPolicyBuffer method) (xuance.common.memory_tools_marl.MeanField_OnPolicyBuffer_RNN method) clear_episodes() (xuance.common.memory_tools_marl.IC3Net_OnPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MeanField_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MeanField_OnPolicyBuffer_RNN method)

clear_mpi_env_vars() (in module xuance.environment.vector_envs.env_utils) close() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.robotic_warehouse.RoboticWarehouseEnv method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.single_agent_env.metadrive.MetaDrive_Env method) (xuance.environment.single_agent_env.minigrid.MiniGridEnv method) (xuance.environment.single_agent_env.platform.PlatformEnv method) (xuance.environment.utils.base.RawEnvironment method) (xuance.environment.utils.base.RawMultiAgentEnv method) (xuance.environment.utils.wrapper.XuanCeEnvWrapper method) (xuance.environment.vector_envs.vector_env.VecEnv method) close_extras() (xuance.environment.vector_envs.dummy.dummy_vec_env.DummyVecEnv method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecMultiAgentEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_env.SubprocVecEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecMultiAgentEnv method) (xuance.environment.vector_envs.vector_env.VecEnv method) CloudpickleWrapper (class in xuance.environment.vector_envs.env_utils) combine_actions() (in module xuance.environment.vector_envs.env_utils) comm (xuance.common.statistic_tools.RunningMeanStd attribute) compute_mean_std() (in module xuance.common.offline_util) config_path (xuance.common.tuning_tools.HyperParameterTuner attribute) copy_obs_dict() (in module xuance.environment.vector_envs.env_utils) create_directory() (in module xuance.common.common_tools) create_memory() (in module xuance.common.memory_tools)

D

d4rl2buffer() (xuance.common.memory_offline.OfflineBuffer_D4RL method) default (xuance.common.tuning_tools.Hyperparameter attribute), [1] dict_to_obs() (in module xuance.environment.vector_envs.env_utils) discount_cumsum() (in module xuance.common.common_tools) distribution (xuance.common.tuning_tools.Hyperparameter attribute), [1] Drones_MultiAgentEnv (class in xuance.environment.multi_agent_env.drones) DummyOffPolicyBuffer (class in xuance.common.memory_tools)

DummyOffPolicyBuffer_Atari (class in xuance.common.memory_tools) DummyOnPolicyBuffer (class in xuance.common.memory_tools) DummyOnPolicyBuffer_Atari (class in xuance.common.memory_tools) DummyVecEnv (class in xuance.environment.vector_envs.dummy.dummy_vec_env) DummyVecEnv_Atari (class in xuance.environment.vector_envs.dummy.dummy_vec_env) DummyVecEnv_Football (class in xuance.environment.vector_envs.dummy.dummy_vec_maenv) DummyVecEnv_StarCraft2 (class in xuance.environment.vector_envs.dummy.dummy_vec_maenv) DummyVecMultiAgentEnv (class in xuance.environment.vector_envs.dummy.dummy_vec_maenv)

E

env_info (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper property) EpisodeBuffer (class in xuance.common.memory_tools)

epsilon (xuance.common.statistic_tools.RunningMeanStd attribute) eval_env_fn() (xuance.common.tuning_tools.HyperParameterTuner method)

F

find_prefixsum_idx() (xuance.common.segtree_tool.SumSegmentTree method) finish_path() (xuance.common.memory_tools.Buffer method) (xuance.common.memory_tools.DummyOnPolicyBuffer method) (xuance.common.memory_tools_marl.BaseBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MeanField_OffPolicyBuffer_RNN method)

flatten_list() (in module xuance.environment.vector_envs.env_utils) flatten_obs() (in module xuance.environment.vector_envs.env_utils) (xuance.environment.single_agent_env.minigrid.MiniGridEnv method) football_raw_env (class in xuance.environment.multi_agent_env.football) full (xuance.common.memory_tools.Buffer property) (xuance.common.memory_tools.DummyOnPolicyBuffer property) (xuance.common.memory_tools.RecurrentOffPolicyBuffer property) (xuance.common.memory_tools_marl.BaseBuffer property) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN property)

G

get_agent_num() (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_sc2.RunnerSC2 method) get_arguments() (in module xuance.common.common_tools) get_battles_info() (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_sc2.RunnerSC2 method) get_battles_result() (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_sc2.RunnerSC2 method) get_env_info() (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.utils.base.RawMultiAgentEnv method)

get_frame() (xuance.environment.multi_agent_env.football.football_raw_env method) get_groups_info() (xuance.environment.utils.base.RawMultiAgentEnv method) get_hyperparameters() (xuance.common.tuning_tools.AlgorithmHyperparametersRegistry class method) get_more_info() (xuance.environment.multi_agent_env.football.GFootball_Env method) get_time_string() (in module xuance.common.common_tools) GFootball_Env (class in xuance.environment.multi_agent_env.football) Gym_Env (class in xuance.environment.single_agent_env.gym)

H

Hyperparameter (class in xuance.common.tuning_tools)

HyperParameterTuner (class in xuance.common.tuning_tools)

I

IC3Net_OnPolicyBuffer_RNN (class in xuance.common.memory_tools_marl)

L

LazyFrames (class in xuance.environment.single_agent_env.gym) list_algorithms() (xuance.common.tuning_tools.AlgorithmHyperparametersRegistry class method) list_hyperparameters() (xuance.common.tuning_tools.HyperParameterTuner method)

load_d4rl_dataset() (in module xuance.common.offline_util) load_yaml() (in module xuance.common.common_tools) log (xuance.common.tuning_tools.Hyperparameter attribute), [1]

M

make_envs() (in module xuance.environment) MARL_OffPolicyBuffer (class in xuance.common.memory_tools_marl) MARL_OffPolicyBuffer_RNN (class in xuance.common.memory_tools_marl) MARL_OnPolicyBuffer (class in xuance.common.memory_tools_marl) MARL_OnPolicyBuffer_RNN (class in xuance.common.memory_tools_marl) max_episode_steps (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) MeanField_OffPolicyBuffer (class in xuance.common.memory_tools_marl) MeanField_OffPolicyBuffer_RNN (class in xuance.common.memory_tools_marl) MeanField_OnPolicyBuffer (class in xuance.common.memory_tools_marl) MeanField_OnPolicyBuffer_RNN (class in xuance.common.memory_tools_marl) metadata (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) MetaDrive_Env (class in xuance.environment.single_agent_env.metadrive) min() (xuance.common.segtree_tool.MinSegmentTree method) MiniGridEnv (class in xuance.environment.single_agent_env.minigrid) MinSegmentTree (class in xuance.common.segtree_tool) module xuance.common.callback xuance.common.common_tools xuance.common.memory_offline xuance.common.memory_tools xuance.common.memory_tools_marl xuance.common.offline_util xuance.common.segtree_tool xuance.common.statistic_tools xuance.common.tuning_tools xuance.engine.run_basic xuance.engine.run_competition xuance.engine.run_drl xuance.engine.run_football xuance.engine.run_marl xuance.engine.run_offlinerl xuance.engine.run_sc2 xuance.environment xuance.environment.multi_agent_env.drones xuance.environment.multi_agent_env.football xuance.environment.multi_agent_env.mpe xuance.environment.multi_agent_env.robotic_warehouse xuance.environment.multi_agent_env.starcraft2 xuance.environment.single_agent_env.gym xuance.environment.single_agent_env.metadrive xuance.environment.single_agent_env.minigrid xuance.environment.single_agent_env.platform xuance.environment.utils.base xuance.environment.utils.wrapper xuance.environment.vector_envs.dummy.dummy_vec_env xuance.environment.vector_envs.dummy.dummy_vec_maenv xuance.environment.vector_envs.env_utils xuance.environment.vector_envs.subprocess.subproc_vec_env xuance.environment.vector_envs.subprocess.subproc_vec_maenv xuance.environment.vector_envs.vector_env

MountainCar (class in xuance.environment.single_agent_env.gym) MPE_Env (class in xuance.environment.multi_agent_env.mpe) mpi_mean() (in module xuance.common.statistic_tools) mpi_moments() (in module xuance.common.statistic_tools) MultiAgentBaseCallback (class in xuance.common.callback) MultiHoverAviary (class in xuance.environment.multi_agent_env.drones) MultiObjectiveTuner (class in xuance.common.tuning_tools)

N

name (xuance.common.tuning_tools.Hyperparameter attribute), [1]

normalize_states() (in module xuance.common.offline_util) NotSteppingError

O

objective() (xuance.common.tuning_tools.HyperParameterTuner method) (xuance.common.tuning_tools.MultiObjectiveTuner method) obs_n_space_info() (in module xuance.environment.vector_envs.env_utils) obs_space_info() (in module xuance.environment.vector_envs.env_utils) observation_space (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) OfflineBuffer_D4RL (class in xuance.common.memory_offline) on_test_end() (xuance.common.callback.BaseCallback method)

on_test_step() (xuance.common.callback.BaseCallback method) on_train_episode_info() (xuance.common.callback.BaseCallback method) on_train_epochs_end() (xuance.common.callback.BaseCallback method) on_train_step() (xuance.common.callback.BaseCallback method) on_train_step_end() (xuance.common.callback.BaseCallback method) on_update_agent_wise() (xuance.common.callback.MultiAgentBaseCallback method) on_update_end() (xuance.common.callback.BaseCallback method) on_update_start() (xuance.common.callback.BaseCallback method)

P

PerOffPolicyBuffer (class in xuance.common.memory_tools)

PlatformEnv (class in xuance.environment.single_agent_env.platform) put() (xuance.common.memory_tools.EpisodeBuffer method)

R

RawEnvironment (class in xuance.environment.utils.base) RawMultiAgentEnv (class in xuance.environment.utils.base) RecurrentOffPolicyBuffer (class in xuance.common.memory_tools) recursive_dict_update() (in module xuance.common.common_tools) reduce() (xuance.common.segtree_tool.SegmentTree method), [1] register_algorithm() (xuance.common.tuning_tools.AlgorithmHyperparametersRegistry class method) render() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.robotic_warehouse.RoboticWarehouseEnv method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.single_agent_env.gym.Gym_Env method) (xuance.environment.single_agent_env.metadrive.MetaDrive_Env method) (xuance.environment.single_agent_env.minigrid.MiniGridEnv method) (xuance.environment.single_agent_env.platform.PlatformEnv method) (xuance.environment.utils.base.RawEnvironment method) (xuance.environment.utils.base.RawMultiAgentEnv method) (xuance.environment.utils.wrapper.XuanCeEnvWrapper method) (xuance.environment.vector_envs.dummy.dummy_vec_env.DummyVecEnv method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecMultiAgentEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_env.SubprocVecEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecMultiAgentEnv method) (xuance.environment.vector_envs.vector_env.VecEnv method) render_mode (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) reset() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.football.football_raw_env method) (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.robotic_warehouse.RoboticWarehouseEnv method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.single_agent_env.gym.Gym_Env method) (xuance.environment.single_agent_env.gym.MountainCar method) (xuance.environment.single_agent_env.metadrive.MetaDrive_Env method) (xuance.environment.single_agent_env.minigrid.MiniGridEnv method) (xuance.environment.single_agent_env.platform.PlatformEnv method) (xuance.environment.utils.base.RawEnvironment method) (xuance.environment.utils.base.RawMultiAgentEnv method) (xuance.environment.utils.wrapper.XuanCeAtariEnvWrapper method) (xuance.environment.utils.wrapper.XuanCeEnvWrapper method) (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper method) (xuance.environment.vector_envs.dummy.dummy_vec_env.DummyVecEnv method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecMultiAgentEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_env.SubprocVecEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecMultiAgentEnv method) (xuance.environment.vector_envs.vector_env.VecEnv method)

return_range() (in module xuance.common.offline_util) RoboticWarehouseEnv (class in xuance.environment.multi_agent_env.robotic_warehouse) rprint() (xuance.engine.run_basic.RunnerBase method) (xuance.engine.run_competition.RunnerCompetition method) run() (xuance.engine.run_basic.RunnerBase method) (xuance.engine.run_competition.RunnerCompetition method) (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_offlinerl.RunnerOfflineRL method) run_episodes() (xuance.engine.run_competition.RunnerCompetition method) RunnerBase (class in xuance.engine.run_basic) RunnerCompetition (class in xuance.engine.run_competition) RunnerDRL (class in xuance.engine.run_drl) RunnerFootball (class in xuance.engine.run_football) RunnerMARL (class in xuance.engine.run_marl) RunnerOfflineRL (class in xuance.engine.run_offlinerl) RunnerSC2 (class in xuance.engine.run_sc2) running_steps (xuance.common.tuning_tools.HyperParameterTuner attribute) RunningMeanStd (class in xuance.common.statistic_tools)

S

sample() (xuance.common.memory_offline.OfflineBuffer_D4RL method) (xuance.common.memory_tools.Buffer method) (xuance.common.memory_tools.DummyOffPolicyBuffer method) (xuance.common.memory_tools.DummyOnPolicyBuffer method) (xuance.common.memory_tools.EpisodeBuffer method) (xuance.common.memory_tools.PerOffPolicyBuffer method) (xuance.common.memory_tools.RecurrentOffPolicyBuffer method) (xuance.common.memory_tools.SequentialReplayBuffer method) (xuance.common.memory_tools_marl.BaseBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) sample_batch() (in module xuance.common.memory_tools) SegmentTree (class in xuance.common.segtree_tool) select_hyperparameter() (xuance.common.tuning_tools.HyperParameterTuner method) SequentialReplayBuffer (class in xuance.common.memory_tools) set_hyperparameters() (in module xuance.common.tuning_tools) shape (xuance.common.statistic_tools.RunningMeanStd attribute) space_reshape() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) StarCraft2_Env (class in xuance.environment.multi_agent_env.starcraft2) state (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper property) state() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.football.football_raw_env method) (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.robotic_warehouse.RoboticWarehouseEnv method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.utils.base.RawMultiAgentEnv method) state_space (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper property) std (xuance.common.statistic_tools.RunningMeanStd property) step() (xuance.environment.multi_agent_env.drones.Drones_MultiAgentEnv method) (xuance.environment.multi_agent_env.football.football_raw_env method) (xuance.environment.multi_agent_env.football.GFootball_Env method) (xuance.environment.multi_agent_env.mpe.MPE_Env method) (xuance.environment.multi_agent_env.robotic_warehouse.RoboticWarehouseEnv method) (xuance.environment.multi_agent_env.starcraft2.StarCraft2_Env method) (xuance.environment.single_agent_env.gym.Gym_Env method) (xuance.environment.single_agent_env.gym.MountainCar method) (xuance.environment.single_agent_env.metadrive.MetaDrive_Env method) (xuance.environment.single_agent_env.minigrid.MiniGridEnv method) (xuance.environment.single_agent_env.platform.PlatformEnv method) (xuance.environment.utils.base.RawEnvironment method) (xuance.environment.utils.base.RawMultiAgentEnv method) (xuance.environment.utils.wrapper.XuanCeAtariEnvWrapper method) (xuance.environment.utils.wrapper.XuanCeEnvWrapper method) (xuance.environment.utils.wrapper.XuanCeMultiAgentEnvWrapper method) (xuance.environment.vector_envs.vector_env.VecEnv method)

step_async() (xuance.environment.vector_envs.dummy.dummy_vec_env.DummyVecEnv method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecMultiAgentEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_env.SubprocVecEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecMultiAgentEnv method) (xuance.environment.vector_envs.vector_env.VecEnv method) step_wait() (xuance.environment.vector_envs.dummy.dummy_vec_env.DummyVecEnv method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecEnv_Football method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecEnv_StarCraft2 method) (xuance.environment.vector_envs.dummy.dummy_vec_maenv.DummyVecMultiAgentEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_env.SubprocVecEnv method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecEnv_Football method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecEnv_StarCraft2 method) (xuance.environment.vector_envs.subprocess.subproc_vec_maenv.SubprocVecMultiAgentEnv method) (xuance.environment.vector_envs.vector_env.VecEnv method) store() (xuance.common.memory_offline.OfflineBuffer_D4RL method) (xuance.common.memory_tools.Buffer method) (xuance.common.memory_tools.DummyOffPolicyBuffer method) (xuance.common.memory_tools.DummyOnPolicyBuffer method) (xuance.common.memory_tools.PerOffPolicyBuffer method) (xuance.common.memory_tools.RecurrentOffPolicyBuffer method) (xuance.common.memory_tools.SequentialReplayBuffer method) (xuance.common.memory_tools_marl.BaseBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) store_element() (in module xuance.common.memory_tools) store_episodes() (xuance.common.memory_tools_marl.MARL_OffPolicyBuffer_RNN method) (xuance.common.memory_tools_marl.MARL_OnPolicyBuffer_RNN method) SubprocVecEnv (class in xuance.environment.vector_envs.subprocess.subproc_vec_env) SubprocVecEnv_Atari (class in xuance.environment.vector_envs.subprocess.subproc_vec_env) SubprocVecEnv_Football (class in xuance.environment.vector_envs.subprocess.subproc_vec_maenv) SubprocVecEnv_StarCraft2 (class in xuance.environment.vector_envs.subprocess.subproc_vec_maenv) SubprocVecMultiAgentEnv (class in xuance.environment.vector_envs.subprocess.subproc_vec_maenv) sum() (xuance.common.segtree_tool.SumSegmentTree method) SumSegmentTree (class in xuance.common.segtree_tool)

T

test() (xuance.engine.run_competition.RunnerCompetition method) test_episodes (xuance.common.tuning_tools.HyperParameterTuner attribute) test_episodes() (xuance.engine.run_football.RunnerFootball method) (xuance.engine.run_sc2.RunnerSC2 method) tile_images() (in module xuance.environment.vector_envs.env_utils)

time_estimate() (xuance.engine.run_sc2.RunnerSC2 method) train() (xuance.engine.run_competition.RunnerCompetition method) tune() (xuance.common.tuning_tools.HyperParameterTuner method) (xuance.common.tuning_tools.MultiObjectiveTuner method) type (xuance.common.tuning_tools.Hyperparameter attribute), [1]

U

unwrapped (xuance.environment.utils.wrapper.XuanCeEnvWrapper property) update() (xuance.common.statistic_tools.RunningMeanStd method)

update_from_moments() (xuance.common.statistic_tools.RunningMeanStd method) update_priorities() (xuance.common.memory_tools.PerOffPolicyBuffer method) use_mpi (xuance.common.statistic_tools.RunningMeanStd attribute)

V

VecEnv (class in xuance.environment.vector_envs.vector_env)

W

worker() (in module xuance.environment.vector_envs.subprocess.subproc_vec_env) (in module xuance.environment.vector_envs.subprocess.subproc_vec_maenv)

X

xuance.common.callback module xuance.common.common_tools module xuance.common.memory_offline module xuance.common.memory_tools module xuance.common.memory_tools_marl module xuance.common.offline_util module xuance.common.segtree_tool module xuance.common.statistic_tools module xuance.common.tuning_tools module xuance.engine.run_basic module xuance.engine.run_competition module xuance.engine.run_drl module xuance.engine.run_football module xuance.engine.run_marl module xuance.engine.run_offlinerl module xuance.engine.run_sc2 module xuance.environment module xuance.environment.multi_agent_env.drones module

xuance.environment.multi_agent_env.football module xuance.environment.multi_agent_env.mpe module xuance.environment.multi_agent_env.robotic_warehouse module xuance.environment.multi_agent_env.starcraft2 module xuance.environment.single_agent_env.gym module xuance.environment.single_agent_env.metadrive module xuance.environment.single_agent_env.minigrid module xuance.environment.single_agent_env.platform module xuance.environment.utils.base module xuance.environment.utils.wrapper module xuance.environment.vector_envs.dummy.dummy_vec_env module xuance.environment.vector_envs.dummy.dummy_vec_maenv module xuance.environment.vector_envs.env_utils module xuance.environment.vector_envs.subprocess.subproc_vec_env module xuance.environment.vector_envs.subprocess.subproc_vec_maenv module xuance.environment.vector_envs.vector_env module XuanCeAtariEnvWrapper (class in xuance.environment.utils.wrapper) XuanCeEnvWrapper (class in xuance.environment.utils.wrapper) XuanCeMultiAgentEnvWrapper (class in xuance.environment.utils.wrapper)