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User Guide

  • Installation
  • Quick Start
  • Configurations Overview
  • API

RL Algorithms

  • DQN and Variants
  • VPG
  • AC
  • A3C
  • DDPG
  • TD3
  • SAC
  • TRPO
  • PPO
  • DPPO

Common

  • Basic Networks
  • Policy Networks
  • Value Networks
  • Replay Buffer
  • Distributions
  • Environment Wrappers
  • Environment List
  • Math Utilities
  • Common Utilities

Other Resources

  • DRL Book
  • DRL Tutorial
RLzoo
  • Docs »
  • Overview: module code

All modules for which code is available

  • rlzoo.algorithms.a3c.a3c
  • rlzoo.algorithms.a3c.default
  • rlzoo.algorithms.ac.ac
  • rlzoo.algorithms.ac.default
  • rlzoo.algorithms.ddpg.ddpg
  • rlzoo.algorithms.ddpg.default
  • rlzoo.algorithms.dppo.default
  • rlzoo.algorithms.dppo_clip.dppo_clip
  • rlzoo.algorithms.dppo_penalty.dppo_penalty
  • rlzoo.algorithms.dqn.default
  • rlzoo.algorithms.dqn.dqn
  • rlzoo.algorithms.pg.default
  • rlzoo.algorithms.pg.pg
  • rlzoo.algorithms.ppo.default
  • rlzoo.algorithms.ppo_clip.ppo_clip
  • rlzoo.algorithms.ppo_penalty.ppo_penalty
  • rlzoo.algorithms.sac.default
  • rlzoo.algorithms.sac.sac
  • rlzoo.algorithms.td3.default
  • rlzoo.algorithms.td3.td3
  • rlzoo.algorithms.trpo.default
  • rlzoo.algorithms.trpo.trpo
  • rlzoo.common.basic_nets
  • rlzoo.common.buffer
  • rlzoo.common.distributions
  • rlzoo.common.env_list
  • rlzoo.common.env_wrappers
  • rlzoo.common.math_utils
  • rlzoo.common.policy_networks
  • rlzoo.common.utils
  • rlzoo.common.value_networks

© Copyright 2020, Zihan Ding, Tianyang Yu, Yanhua Huang, Hongming Zhang, Hao Dong Revision a22b3343.

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