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Home / v0.5.1
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README.md 2024-02-04 1.3 kB
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v0.5.1 source code.tar.gz 2024-02-04 71.8 MB
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v0.5.1 source code.zip 2024-02-04 73.0 MB
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Totals: 3 Items   144.8 MB 0

Env

  1. add MADDPG pettingzoo example (#774)
  2. polish NGU Atari configs (#767)
  3. fix bug in cliffwalking env (#759)
  4. add PettingZoo replay video demo
  5. change default max retry in env manager from 5 to 1

Algorithm

  1. add QGPO diffusion-model related algorithm (#757)
  2. add HAPPO multi-agent algorithm (#717)
  3. add DreamerV3 + MiniGrid adaption (#725)
  4. fix hppo entropy_weight to avoid nan error in log_prob (#761)
  5. fix structured action bug (#760)
  6. polish Decision Transformer entry (#754)
  7. fix EDAC policy/model bug

Fix

  1. fix env typos
  2. fix pynng requirements bug
  3. fix communication module unittest bug

Style

  1. polish policy API doc (#762) (#764) (#768)
  2. add agent API doc (#758)
  3. polish torch_utils/utils API doc (#745) (#747) (#752) (#755) (#763)

News

  1. AAAI 2024: SO2: A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
  2. LMDrive: Closed-Loop End-to-End Driving with Large Language Models

Full Changelog: https://github.com/opendilab/DI-engine/compare/v0.5.0...v0.5.1

Contributors: @PaParaZz1 @zjowowen @nighood @kxzxvbk @puyuan1996 @Cloud-Pku @AltmanD @HarryXuancy

Source: README.md, updated 2024-02-04