PaddlePaddle/PARL v2.0.0

PARL 2.0.0

Repository: PaddlePaddle/PARL

Tag: v2.0.0

Published: 2021-06-03T09:31:59Z

Prerelease: no

Release notes:

Framework

• Support PaddlePaddle 2.0 (dynamic graph mode) by default
• Add integration testing for Windows

Parallel Training

• Refactor the heartbeat mechanism of the xparl module
• Use the synchronous xparl API for some distributed algorithms

Documentation

• Add Chinese documentation @readthedocs

Example

• Paddle
• Policy Gradient
• DDPG
• DQN/Double DQN/ Dueling DQN
• SAC
• TD3
• OAC
• QMIX
• A2C
• AlphaZero
• Fluid
• QMIX

Application

• Self-driving system in CARLA simulator