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| { | |
| "algorithm": "task-balanced clipped double-CQL with slow-consensus deployment", | |
| "tasks": 50, | |
| "train_episodes_per_task": 16, | |
| "validation_episodes_per_task": 3, | |
| "test_episodes_per_task": 3, | |
| "validation": { | |
| "rl": { | |
| "episodes": 150, | |
| "successes": 111, | |
| "success_rate": 0.74, | |
| "mean_success_frames": 183.42342342342343, | |
| "speed_counts": { | |
| "slow": 975, | |
| "fast": 347, | |
| "normal": 376 | |
| }, | |
| "switches": 183, | |
| "chunks": 1698 | |
| }, | |
| "slow": { | |
| "episodes": 150, | |
| "successes": 121, | |
| "success_rate": 0.8066666666666666, | |
| "mean_success_frames": 255.19834710743802, | |
| "speed_counts": { | |
| "slow": 1704 | |
| }, | |
| "switches": 0, | |
| "chunks": 1704 | |
| }, | |
| "paired": { | |
| "episodes": 150, | |
| "both_success": 107, | |
| "rl_only_success": 4, | |
| "slow_only_success": 14, | |
| "both_fail": 25, | |
| "both_success_speed": { | |
| "episodes": 107, | |
| "rl_mean_frames": 183.42056074766356, | |
| "slow_mean_frames": 218.69158878504672, | |
| "rl_faster": 75, | |
| "ties": 30, | |
| "slow_faster": 2, | |
| "mean_frame_delta": -35.271028037383175 | |
| } | |
| }, | |
| "per_task": { | |
| "adjust_bottle": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "beat_block_hammer": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "blocks_ranking_rgb": { | |
| "episodes": 3, | |
| "rl_successes": 1, | |
| "slow_successes": 2, | |
| "both_success": 1, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 1 | |
| }, | |
| "blocks_ranking_size": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 2, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 2, | |
| "both_fail": 1 | |
| }, | |
| "click_alarmclock": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 1, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "click_bell": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "dump_bin_bigbin": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "grab_roller": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "handover_block": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 0, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 3 | |
| }, | |
| "handover_mic": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 1, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "hanging_mug": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 0, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 3 | |
| }, | |
| "lift_pot": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "move_can_pot": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "move_pillbottle_pad": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "move_playingcard_away": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "move_stapler_pad": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 0, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 3 | |
| }, | |
| "open_laptop": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "open_microwave": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 3, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 3, | |
| "both_fail": 0 | |
| }, | |
| "pick_diverse_bottles": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "pick_dual_bottles": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_a2b_left": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_a2b_right": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_bread_basket": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_bread_skillet": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_burger_fries": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_can_basket": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_cans_plasticbox": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "place_container_plate": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_dual_shoes": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "place_empty_cup": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_fan": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 1, | |
| "both_success": 1, | |
| "rl_only_success": 1, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "place_mouse_pad": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 0, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 3 | |
| }, | |
| "place_object_basket": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_object_scale": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_object_stand": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "place_phone_stand": { | |
| "episodes": 3, | |
| "rl_successes": 1, | |
| "slow_successes": 2, | |
| "both_success": 1, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 1 | |
| }, | |
| "place_shoe": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "press_stapler": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "put_bottles_dustbin": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "put_object_cabinet": { | |
| "episodes": 3, | |
| "rl_successes": 1, | |
| "slow_successes": 2, | |
| "both_success": 1, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 1 | |
| }, | |
| "rotate_qrcode": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "scan_object": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "shake_bottle": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "shake_bottle_horizontally": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "stack_blocks_three": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 1, | |
| "rl_only_success": 1, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "stack_blocks_two": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "stack_bowls_three": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "stack_bowls_two": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "stamp_seal": { | |
| "episodes": 3, | |
| "rl_successes": 0, | |
| "slow_successes": 0, | |
| "both_success": 0, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 3 | |
| }, | |
| "turn_switch": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| } | |
| } | |
| }, | |
| "safety_profile": { | |
| "force_slow_tasks": [ | |
| "blocks_ranking_rgb", | |
| "blocks_ranking_size", | |
| "click_bell", | |
| "dump_bin_bigbin", | |
| "move_can_pot", | |
| "open_microwave", | |
| "place_cans_plasticbox", | |
| "place_phone_stand", | |
| "put_object_cabinet", | |
| "scan_object", | |
| "stack_blocks_three" | |
| ], | |
| "controller_tasks": [ | |
| "adjust_bottle", | |
| "beat_block_hammer", | |
| "click_alarmclock", | |
| "grab_roller", | |
| "handover_block", | |
| "handover_mic", | |
| "hanging_mug", | |
| "lift_pot", | |
| "move_pillbottle_pad", | |
| "move_playingcard_away", | |
| "move_stapler_pad", | |
| "open_laptop", | |
| "pick_diverse_bottles", | |
| "pick_dual_bottles", | |
| "place_a2b_left", | |
| "place_a2b_right", | |
| "place_bread_basket", | |
| "place_bread_skillet", | |
| "place_burger_fries", | |
| "place_can_basket", | |
| "place_container_plate", | |
| "place_dual_shoes", | |
| "place_empty_cup", | |
| "place_fan", | |
| "place_mouse_pad", | |
| "place_object_basket", | |
| "place_object_scale", | |
| "place_object_stand", | |
| "place_shoe", | |
| "press_stapler", | |
| "put_bottles_dustbin", | |
| "rotate_qrcode", | |
| "shake_bottle", | |
| "shake_bottle_horizontally", | |
| "stack_blocks_two", | |
| "stack_bowls_three", | |
| "stack_bowls_two", | |
| "stamp_seal", | |
| "turn_switch" | |
| ], | |
| "decisions": { | |
| "adjust_bottle": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 3, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "beat_block_hammer": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 3, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "blocks_ranking_rgb": { | |
| "episodes": 3, | |
| "controller_successes": 1, | |
| "slow_successes": 2, | |
| "slow_only_successes": 1, | |
| "policy": "slow" | |
| }, | |
| "blocks_ranking_size": { | |
| "episodes": 3, | |
| "controller_successes": 0, | |
| "slow_successes": 2, | |
| "slow_only_successes": 2, | |
| "policy": "slow" | |
| }, | |
| "click_alarmclock": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 2, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "click_bell": { | |
| "episodes": 3, | |
| "controller_successes": 2, | |
| "slow_successes": 3, | |
| "slow_only_successes": 1, | |
| "policy": "slow" | |
| }, | |
| "dump_bin_bigbin": { | |
| "episodes": 3, | |
| "controller_successes": 2, | |
| "slow_successes": 3, | |
| "slow_only_successes": 1, | |
| "policy": "slow" | |
| }, | |
| "grab_roller": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 3, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "handover_block": { | |
| "episodes": 3, | |
| "controller_successes": 0, | |
| "slow_successes": 0, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "handover_mic": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 2, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "hanging_mug": { | |
| "episodes": 3, | |
| "controller_successes": 0, | |
| "slow_successes": 0, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "lift_pot": { | |
| "episodes": 3, | |
| "controller_successes": 2, | |
| "slow_successes": 2, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "move_can_pot": { | |
| "episodes": 3, | |
| "controller_successes": 2, | |
| "slow_successes": 3, | |
| "slow_only_successes": 1, | |
| "policy": "slow" | |
| }, | |
| "move_pillbottle_pad": { | |
| "episodes": 3, | |
| "controller_successes": 3, | |
| "slow_successes": 3, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "move_playingcard_away": { | |
| "episodes": 3, | |
| "controller_successes": 2, | |
| "slow_successes": 2, | |
| "slow_only_successes": 0, | |
| "policy": "controller" | |
| }, | |
| "move_stapler_pad": { | |
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| "controller_successes": 0, | |
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| "both_fail": 0 | |
| }, | |
| "stack_blocks_three": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| }, | |
| "stack_blocks_two": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "stack_bowls_three": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 3, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 1, | |
| "both_fail": 0 | |
| }, | |
| "stack_bowls_two": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "stamp_seal": { | |
| "episodes": 3, | |
| "rl_successes": 3, | |
| "slow_successes": 3, | |
| "both_success": 3, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 0 | |
| }, | |
| "turn_switch": { | |
| "episodes": 3, | |
| "rl_successes": 2, | |
| "slow_successes": 2, | |
| "both_success": 2, | |
| "rl_only_success": 0, | |
| "slow_only_success": 0, | |
| "both_fail": 1 | |
| } | |
| } | |
| } | |
| } | |