{ "action_labels": { "7": { "0": "NOOP", "1": "FIRE", "2": "RIGHT", "3": "LEFT", "4": "RIGHTFIRE", "5": "LEFTFIRE" } }, "checkpoint_root": "/inspire/hdd/global_user/liumingyu-253208120284/lzj/latency-sensitive-bench/checkpoints", "collector_mode": "batched", "dataset_mode": "fixed_latency", "decision_period_ms": 66.66666666666667, "deterministic": true, "env_name": "demon_attack", "export_image_size": null, "image_source": "observation", "image_writer_workers": 16, "latencies": [ { "best_checkpoint": "best_000074392_38088704_reward_2809.500.pth", "episode_count": 100, "experiment_dir": "/inspire/hdd/global_user/liumingyu-253208120284/lzj/latency-sensitive-bench/checkpoints/demon_attack_sf_same_latency_l7_seed0", "latency": 7, "latency_ms": 466.6666666666667, "val_episode_count": 20 } ], "max_steps_per_episode": 3600, "mixed_prompt_template": "{prompt} Your actions take {latency_ms} milliseconds to take effect. Choose the best next action while accounting for the delay.", "num_envs": 64, "prompt": "You are playing Demon Attack from a single game image. Choose exactly one action from: NOOP, FIRE, RIGHT, LEFT, RIGHTFIRE, LEFTFIRE. Survive, avoid enemy fire, and shoot enemies to maximize score.", "row_buffer_size": 8192 }