[10:19:05] ============================================================ [10:19:05] Exp 22: generated_road + generated_track, warm-started, v6 reward [10:19:05] Warm start: /home/paulh/projects/donkeycar-rl-autoresearch/agent/models/champion/model.zip [10:19:05] Sim 1: localhost:9091 -> generated_road [10:19:05] Sim 2: localhost:9093 -> generated_track [10:19:05] throttle_min=0.2, lr=0.000225, total=150,000 [10:19:05] Reward: v6 (speed x CTE with progress/efficiency exploit termination) [10:19:05] Stuck timeout: 8.0s, hard cap: 25.0s [10:19:05] Progress patience: 100 steps [10:19:05] Checkpoints: every 10,000 steps [10:19:05] ============================================================ [10:19:05] Creating DummyVecEnv with the two road tracks... starting DonkeyGym env Setting default: start_delay 5.0 Setting default: max_cte 8.0 Setting default: frame_skip 1 Setting default: cam_resolution (120, 160, 3) Setting default: log_level 20 Setting default: steer_limit 1.0 Setting default: throttle_min 0.0 Setting default: throttle_max 1.0 starting DonkeyGym env Setting default: start_delay 5.0 Setting default: max_cte 8.0 Setting default: frame_skip 1 Setting default: cam_resolution (120, 160, 3) Setting default: log_level 20 Setting default: steer_limit 1.0 Setting default: throttle_min 0.0 Setting default: throttle_max 1.0 [10:19:06] VecEnv num_envs=2, obs=(3, 120, 160) [10:19:09] Warm-start model attached. Starting training... --------------------------------- | rollout/ | | | ep_len_mean | 118 | | ep_rew_mean | 102 | | time/ | | | fps | 39 | | iterations | 1 | | time_elapsed | 103 | | total_timesteps | 18432 | ---------------------------------