Commit Graph

2 Commits

Author SHA1 Message Date
Paul Huliganga beb04f3ebe fix: reward v6 — efficiency gate prevents circular driving, stuck_steps 80→40
v5 dropped the efficiency term to get gradient signal on hills, but this
re-enabled circular driving (observed in Exp 11). v6 adds efficiency back
as a GATE (not multiplier): if efficiency < 0.15, reward = 0. Otherwise
reward = speed × CTE_quality (same as v5).

Gate vs multiplier: v4 used efficiency as a multiplier which killed gradient
on hills (all terms → 0 simultaneously). v6's gate passes when efficiency
is above threshold (car moving forward, even slowly on hill) and only
blocks when car is truly circling.

Also reduced stuck_steps from 80 to 40 (~2.5s vs ~5s) — user reported
car stuck against barriers for ~10s which is too long with DummyVecEnv.
2026-04-19 12:02:55 -04:00
Paul Huliganga 21addf268e feat: Exp 11 — parallel DummyVecEnv multi-track training (two sim instances) 2026-04-19 11:05:22 -04:00