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CHANGELOG.md

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Changelog

v0.0.7 (2024-09-01)

Added

  • Support MLflow tracking (border-mlflow-tracking) (#2).
  • Add candle agent (border-candle-agent) (#1).
  • Add Trainer::train_offline() method for offline training (border-core) (#18).
  • Add crate border-policy-no-backend.

Changed

  • Take self in the signature of push() method of replay buffer (border-core).
  • Fix a bug in MlpConfig (border-tch-agent).
  • Bump the version of tch to 0.16.0 (border-tch-agent).
  • Change the name of trait StepProcessorBase to StepProcessor (border-core).
  • Change the environment API to include terminate/truncate flags (border-core) (#10).
  • Split policy trait into two traits, one for sampling (Policy) and the other for configuration (Configurable) (#12).

v0.0.6 (2023-09-19)

Added

  • Docker files (border).
  • Singularity files (border).
  • Script for GPUSOROBAN (#67).
  • Evaluator trait in border-core (#70). It can be used to customize evaluation logic in Trainer.
  • Example of asynchronous trainer for native Atari environment and DQN (border/examples).
  • Move tensorboard recorder into a separate crate (border-tensorboard).

Changed

  • Bump the version of tch-rs to 0.8.0 (border-tch-agent).
  • Rename agents as following the convention in Rust (border-tch-agent).
  • Bump the version of gym to 0.26 (border-py-gym-env).
  • Remove the type parameter for array shape of gym environments (border-py-gym-env).
  • Interface of Python-Gym interface (border-py-gym-env).