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ApexRL 0.2.1 documentation
ApexRL 0.2.1 documentation

Getting Started

  • Quick Start
  • Installation Guide

Tutorials

  • Your First RL Agent
  • Train PPO
  • Train DQN
  • Train SAC
  • Custom Environment Integration
  • Custom Network Architectures
  • Practice Examples

Modules

  • Algorithms
  • Environments
  • Networks
  • Buffers
  • Runners

API Reference

  • API
    • apexrl package
      • apexrl.agent package
        • apexrl.agent.off_policy_runner module
        • apexrl.agent.on_policy_runner module
      • apexrl.algorithms package
        • apexrl.algorithms.dqn package
          • apexrl.algorithms.dqn.config module
          • apexrl.algorithms.dqn.dqn module
        • apexrl.algorithms.flash_sac package
          • apexrl.algorithms.flash_sac.config module
          • apexrl.algorithms.flash_sac.flash_sac module
        • apexrl.algorithms.ppo package
          • apexrl.algorithms.ppo.config module
          • apexrl.algorithms.ppo.config_rnn module
          • apexrl.algorithms.ppo.ppo module
          • apexrl.algorithms.ppo.ppo_rnn module
        • apexrl.algorithms.sac package
          • apexrl.algorithms.sac.config module
          • apexrl.algorithms.sac.sac module
        • apexrl.algorithms.td3 package
          • apexrl.algorithms.td3.config module
          • apexrl.algorithms.td3.td3 module
      • apexrl.buffer package
        • apexrl.buffer.distillation_buffer module
        • apexrl.buffer.replay_buffer module
        • apexrl.buffer.rollout_buffer module
        • apexrl.buffer.rollout_rnn_buffer module
      • apexrl.envs package
        • apexrl.envs.gym_wrapper module
        • apexrl.envs.vecenv module
      • apexrl.models package
        • apexrl.models.base module
        • apexrl.models.dynamics package
        • apexrl.models.mlp module
        • apexrl.models.recurrent module
      • apexrl.multiagent package
        • apexrl.multiagent.algorithms package
          • apexrl.multiagent.algorithms.happo package
            • apexrl.multiagent.algorithms.happo.config module
            • apexrl.multiagent.algorithms.happo.happo module
          • apexrl.multiagent.algorithms.ippo package
            • apexrl.multiagent.algorithms.ippo.config module
            • apexrl.multiagent.algorithms.ippo.ippo module
          • apexrl.multiagent.algorithms.mappo package
            • apexrl.multiagent.algorithms.mappo.config module
            • apexrl.multiagent.algorithms.mappo.mappo module
      • apexrl.optimizers package
        • apexrl.optimizers.muon module
      • apexrl.utils package

Development

  • Contributing
  • Changelog
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apexrl.models package¶

Submodules¶

  • apexrl.models.base module
  • apexrl.models.dynamics package
  • apexrl.models.mlp module
  • apexrl.models.recurrent module

Module contents¶

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apexrl.models.base module
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