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Overview

  • Features
  • Abstractions
  • Parallelization

Installation

  • Installation

Tutorial

  • Getting Started
  • Model, Algorithm, Agent
  • Create Customized Algorithms
  • Save and Restore Parameters
  • Visualization Tool
  • CSV Logger

High-quality Implementations

  • Policy Gradient
  • DQN
  • DDPG
  • DDQN
  • OAC
  • A2C
  • TD3
  • QMIX
  • SAC
  • PPO
  • MADDPG

Parallel Training

  • Overview
  • Xparl Usage
  • Recommended Practice
  • Recommended Practice(no_wait mode)
  • GPU Cluster
  • How to Debug
  • File Distribution
  • Serialization Acceleration (Not Necessary)

APIs

  • parl.Model
  • parl.Algorithm
  • parl.Agent
  • parl.remote_class
  • parl.connect

Frequently Asked Questions

  • xparl questions
  • RL questions

EvoKit

  • Overview
  • minimal example
  • Example for Online Products
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