Issues

• Allow injecting reward and controller classes into AEES

  enhancement
  davidkfoss/pulseopt#22 · Filter by author davidkfoss opened on May 11, 2026

• Remove unused _loss_delta_ema; use EMATracker for one-shot EMA in _build_episode_summary

  enhancement
  davidkfoss/pulseopt#21 · Filter by author davidkfoss opened on May 11, 2026

• Remove dead defensive AssertionError in AEES.step_end

  enhancement
  davidkfoss/pulseopt#20 · Filter by author davidkfoss opened on May 11, 2026

• Deduplicate validation between AEES and StructuredEpisodeManager

  enhancement
  davidkfoss/pulseopt#19 · Filter by author davidkfoss opened on May 11, 2026

• Use dataclasses.replace in _finalize_summary

  enhancement
  davidkfoss/pulseopt#18 · Filter by author davidkfoss opened on May 11, 2026

• Express context-aware controllers in the type system instead of duck-typing

  enhancement
  davidkfoss/pulseopt#17 · Filter by author davidkfoss opened on May 11, 2026

• Replace 17 parallel log lists with list[EpisodeSummary]

  enhancement
  davidkfoss/pulseopt#16 · Filter by author davidkfoss opened on May 11, 2026

• Remove deprecated AdaptiveModeAdamW / AdaptiveModeSGD optimizer wrappers

  enhancement
  davidkfoss/pulseopt#15 · Filter by author davidkfoss opened on May 11, 2026