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PARL 2.0.0
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@zenghsh3 zenghsh3 released this 03 Jun 09:31
· 155 commits to develop since this release
v2.0.0
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Learn about vigilant mode.

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

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
Assets 2
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