API Doc

Subpackages

• openrl.algorithms package
  • Submodules
  • openrl.algorithms.base_algorithm module
  • openrl.algorithms.dqn module
  • openrl.algorithms.mat module
  • openrl.algorithms.ppo module
  • openrl.algorithms.vdn module
  • Module contents
• openrl.buffers package
  • Subpackages
    • openrl.buffers.utils package
      • Submodules
      • openrl.buffers.utils.obs_data module
      • openrl.buffers.utils.util module
      • Module contents
  • Submodules
  • openrl.buffers.normal_buffer module
  • openrl.buffers.offpolicy_buffer module
  • openrl.buffers.offpolicy_replay_data module
  • openrl.buffers.replay_data module
  • Module contents
• openrl.cli package
  • Submodules
  • openrl.cli.cli module
  • openrl.cli.train module
  • Module contents
• openrl.configs package
  • Submodules
  • openrl.configs.config module
  • Module contents
• openrl.drivers package
  • Submodules
  • openrl.drivers.base_driver module
  • openrl.drivers.offpolicy_driver module
  • openrl.drivers.onpolicy_driver module
  • openrl.drivers.rl_driver module
  • Module contents
• openrl.envs package
  • Subpackages
    • openrl.envs.common package
      • Submodules
      • openrl.envs.common.build_envs module
      • openrl.envs.common.registration module
      • Module contents
    • openrl.envs.connect3 package
      • Submodules
      • openrl.envs.connect3.connect3_env module
      • Module contents
    • openrl.envs.gridworld package
      • Submodules
      • openrl.envs.gridworld.gridworld_env module
      • Module contents
    • openrl.envs.gymnasium package
      • Module contents
    • openrl.envs.mpe package
      • Subpackages
      • Submodules
      • openrl.envs.mpe.core module
      • openrl.envs.mpe.mpe_env module
      • openrl.envs.mpe.multi_discrete module
      • openrl.envs.mpe.multiagent_env module
      • openrl.envs.mpe.rendering module
      • openrl.envs.mpe.scenario module
      • Module contents
    • openrl.envs.nlp package
      • Subpackages
      • Submodules
      • openrl.envs.nlp.daily_dialog_env module
      • openrl.envs.nlp.nlp_env module
      • Module contents
    • openrl.envs.super_mario package
      • Submodules
      • openrl.envs.super_mario.super_mario_convert module
      • Module contents
    • openrl.envs.toy_envs package
      • Submodules
      • openrl.envs.toy_envs.bit_flipping_env module
      • openrl.envs.toy_envs.identity_env module
      • openrl.envs.toy_envs.multi_input_envs module
      • Module contents
    • openrl.envs.vec_env package
      • Subpackages
      • Submodules
      • openrl.envs.vec_env.async_venv module
      • openrl.envs.vec_env.base_venv module
      • openrl.envs.vec_env.sync_venv module
      • Module contents
    • openrl.envs.wrappers package
      • Submodules
      • openrl.envs.wrappers.atari_wrappers module
      • openrl.envs.wrappers.base_wrapper module
      • openrl.envs.wrappers.extra_wrappers module
      • openrl.envs.wrappers.image_wrappers module
      • openrl.envs.wrappers.mat_wrapper module
      • openrl.envs.wrappers.monitor module
      • openrl.envs.wrappers.multiagent_wrapper module
      • openrl.envs.wrappers.util module
      • Module contents
  • Module contents
• openrl.modules package
  • Subpackages
    • openrl.modules.common package
      • Submodules
      • openrl.modules.common.base_net module
      • openrl.modules.common.dqn_net module
      • openrl.modules.common.mat_net module
      • openrl.modules.common.ppo_net module
      • openrl.modules.common.vdn_net module
      • Module contents
    • openrl.modules.networks package
      • Subpackages
      • Submodules
      • openrl.modules.networks.MAT_network module
      • openrl.modules.networks.base_policy_network module
      • openrl.modules.networks.base_value_network module
      • openrl.modules.networks.base_value_policy_network module
      • openrl.modules.networks.policy_network module
      • openrl.modules.networks.policy_value_network module
      • openrl.modules.networks.policy_value_network_gpt module
      • openrl.modules.networks.q_network module
      • openrl.modules.networks.value_network module
      • openrl.modules.networks.vdn_network module
      • Module contents
    • openrl.modules.utils package
      • Submodules
      • openrl.modules.utils.util module
      • openrl.modules.utils.valuenorm module
      • Module contents
  • Submodules
  • openrl.modules.base_module module
  • openrl.modules.dqn_module module
  • openrl.modules.model_config module
  • openrl.modules.ppo_module module
  • openrl.modules.rl_module module
  • openrl.modules.vdn_module module
  • Module contents
• openrl.rewards package
  • Submodules
  • openrl.rewards.base_reward module
  • openrl.rewards.nlp_reward module
  • Module contents
• openrl.runners package
  • Subpackages
    • openrl.runners.common package
      • Submodules
      • openrl.runners.common.base_agent module
      • openrl.runners.common.chat_agent module
      • openrl.runners.common.dqn_agent module
      • openrl.runners.common.mat_agent module
      • openrl.runners.common.ppo_agent module
      • openrl.runners.common.rl_agent module
      • openrl.runners.common.vdn_agent module
      • Module contents
  • Module contents
• openrl.selfplay package
  • Submodules
  • openrl.selfplay.base_strategy module
  • openrl.selfplay.strategies module
  • Module contents
• openrl.supports package
  • Subpackages
    • openrl.supports.opendata package
      • Subpackages
      • Module contents
    • openrl.supports.opengpu package
      • Submodules
      • openrl.supports.opengpu.gpu_info module
      • openrl.supports.opengpu.manager module
      • Module contents
  • Module contents
• openrl.utils package
  • Subpackages
    • openrl.utils.callbacks package
      • Submodules
      • openrl.utils.callbacks.callbacks module
      • openrl.utils.callbacks.callbacks_factory module
      • openrl.utils.callbacks.checkpoint_callback module
      • openrl.utils.callbacks.eval_callback module
      • openrl.utils.callbacks.processbar_callback module
      • openrl.utils.callbacks.stop_callback module
      • Module contents
  • Submodules
  • openrl.utils.evaluation module
  • openrl.utils.logger module
  • openrl.utils.type_aliases module
  • openrl.utils.util module
  • Module contents