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v0.2.0 — Evaluation, Logging, and Plotting
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