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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

Implemented Algorithms
- Policy Gradient
- DQN
- DDPG
- DDQN
- OAC
- A2C
- TD3
- QMIX
- SAC

Parallel Training

Overview
Xparl Usage
Recommended Practice
How to Debug
File Distribution
Serialization Acceleration (Not Necessary)

APIs

parl.Model
parl.Algorithm
parl.Agent

EvoKit

Overview
minimal example
Example for Online Products

PARL

»
Implemented Algorithms
Edit on GitHub

Implemented Algorithms¶

APIs

Policy Gradient
DQN
DDPG
DDQN
OAC
A2C
TD3
QMIX
SAC

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