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User Guide

  • Installation
  • Getting Started
  • Reinforcement Learning Tips and Tricks
  • Reinforcement Learning Resources
  • RL Algorithms
  • Examples
  • Vectorized Environments
  • Using Custom Environments
  • Custom Policy Network
  • Callbacks
  • Tensorboard Integration
  • RL Baselines Zoo
  • Pre-Training (Behavior Cloning)
  • Dealing with NaNs and infs
  • On saving and loading
  • Exporting models

RL Algorithms

  • Base RL Class
  • Policy Networks
  • A2C
  • ACER
  • ACKTR
  • DDPG
  • DQN
  • GAIL
  • HER
  • PPO1
  • PPO2
  • SAC
  • TD3
  • TRPO

Common

  • Probability Distributions
  • Tensorflow Utils
  • Command Utils
  • Schedules
  • Evaluation Helper
  • Gym Environment Checker
  • Monitor Wrapper

Misc

  • Changelog
  • Projects
  • Plotting Results
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