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EXARL v0.1.0

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@rvinaybharadwaj rvinaybharadwaj released this 08 Apr 23:46
· 273 commits to master since this release
5f5b998

Initial release -
Ability to create and register custom agents, environments, and workflows. This release candidate contains the following:

Agents:

  • DQN-v0
  • DDPG-v0

Environments:

  • ExaCartPole-v1
  • ExaCH-v0
  • ExaCovid-v0
  • ExaWaterClusterDiscrete-v0
  • ExaBoosterDiscrete-v0
    In addition to all OpenAI Gym environments

Workflows:

  • sync
  • async
  • rma

Logging, Profiling, and Debugging utilities are included. In addition, unit tests are built-in for the DQN agent. ECP CANDLE is used for HPO.