latest

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

PARL

Docs »
A3C
Edit on GitHub

A3C¶

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