donkeycar-rl-autoresearch/tests
Paul Huliganga 138c65270f feat(exp22): add solid-hit/wedge/high-CTE exploit fixes and generated-pair warm experiments
- reward_wrapper: detect barrier/wall/tree solid hits, terminate on head-on impact
  or 4 sustained solid-hit frames; prevents car wedging against invisible barriers
- reward_wrapper: add low-speed/wedge termination — kills episode when car is pinned
  motionless (below threshold, no displacement) after grace period
- reward_wrapper: high-CTE exploit fix — return -0.25 immediately when CTE >
  max_cte_terminate (not after patience), so PPO cannot collect positive speed
  rewards while driving the large outside-road circle
- tests: 23 passing unit tests covering all new termination paths
- exp20/21/22: add parallel DummyVecEnv experiments on generated_road+generated_track
  with warm-start from champion model; exp22 is current active run
- SESSION_HANDOFF.md: live handoff doc for next session continuity

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-05 14:46:13 -04:00
..
__init__.py feat: Wave 1 complete — real PPO training, model save, GP+UCB autoresearch, 37 tests passing 2026-04-13 10:03:15 -04:00
test_autoresearch_controller.py fix: reward v4 — full sim bypass kills circular driving at root 2026-04-13 20:56:32 -04:00
test_behavioral_wrappers.py feat: Phase 3 — behavioral control, enhanced evaluator, 53 tests 2026-04-14 09:28:43 -04:00
test_discretize_action.py feat: Wave 1 complete — real PPO training, model save, GP+UCB autoresearch, 37 tests passing 2026-04-13 10:03:15 -04:00
test_end_to_end.py Wave 4: scratch training on generated_track + mountain_track, zero-shot mini_monaco 2026-04-14 22:40:38 -04:00
test_reward_wrapper.py feat(exp22): add solid-hit/wedge/high-CTE exploit fixes and generated-pair warm experiments 2026-05-05 14:46:13 -04:00
test_runner_integration.py feat: Wave 1 complete — real PPO training, model save, GP+UCB autoresearch, 37 tests passing 2026-04-13 10:03:15 -04:00
test_wave3.py fix: StuckTerminationWrapper — wall-clock timeout (12s) prevents 1min+ stuck episodes 2026-04-19 16:30:50 -04:00