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Name Modified Size InfoDownloads / Week
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PARL 2.0.0 source code.tar.gz 2021-06-03 36.9 MB
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PARL 2.0.0 source code.zip 2021-06-03 37.4 MB
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README.md 2021-06-03 593 Bytes
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Totals: 3 Items   74.4 MB 0

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
Source: README.md, updated 2021-06-03