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v0.2.0 — Evaluation, Logging, and Plotting

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@SyleKu SyleKu released this 11 Apr 18:32
· 7 commits to main since this release

Included in this release

  • deteministic policy evaluation over multiple episodes
  • configurable evaluation frequency during training
  • CSV-baded logging of training metrics
  • automatic plotting of:
    • evaluation reward
    • policy loss
    • value loss
  • experiment outputs stored under experiments/

Current status

The PPO implementation is functional and demonstrates learning on CartPole-v1, though further tuning is required to achieve stable baseline performance.

Next steps

  • improve training stability and reproduce strong CartPole baseline results
  • benchmark against Stable-Baseline3
  • extend evaluation and reporting