Files
commander-ai-lab/ml
KoalaTrapLord 98e1092ebc feat: wire DecisionExporter into Forge pipeline + fix reward call signatures
- Add _export_forge_episode() adapter: translates ForgeEpisode transitions
  back into DecisionExporter.record_step() calls so Forge-sourced wins flow
  into the distillation JSONL pipeline (closes Phase 1 for real games)
- ppo_consumer() now accepts an optional `exporter: DecisionExporter` arg;
  begin_episode / record_step / end_episode are called around each episode
  as it is dequeued
- run_forge_pipeline() forwards the exporter kwarg down to ppo_consumer and
  calls exporter.flush() after the pipeline completes, returning the output
  path in the stats dict under "exporter_file"
- Fix snapshots_to_episode(): compute_terminal_reward() was called with
  non-existent kwargs `turns=` and `life_remaining=`; compute_intermediate_reward()
  was called with non-existent kwargs `life_delta=`, `cards_drawn=`,
  `creatures_played=`.  Both now use the correct signatures from reward.py
  (prev_state/curr_state/action_taken for intermediate; won/draw/timeout for
  terminal).  Forge snapshots carry `players` arrays so we reconstruct minimal
  prev/curr dicts for the intermediate path.

Ref: docs/CLOSED-LOOP-DISTILLATION.md Phase 1
2026-04-03 17:09:05 -04:00
..
2026-03-10 12:13:56 -04:00