config stringclasses 4
values | agent_type stringlengths 3 43 | num_episodes int64 15 326 | avg_return float64 0.13 0.5 | avg_episode_length float64 11.5 50 |
|---|---|---|---|---|
grid12_food6_levels | EntitledAgent | 16 | 0.208333 | 50 |
grid12_food6_levels | GreedyHeuristicAgent(closest_avg) | 28 | 0.42381 | 42.035714 |
grid12_food6_levels | GreedyHeuristicAgent(closest_self) | 25 | 0.397333 | 45.12 |
grid12_food6_levels | GreedyHeuristicAgent(closest_teammate) | 19 | 0.473684 | 41.526316 |
grid12_food6_levels | GreedyHeuristicAgent(highest_level) | 34 | 0.357843 | 46.794118 |
grid12_food6_levels | GreedyHeuristicAgent(lowest_level) | 24 | 0.301389 | 49 |
grid12_food6_levels | SequentialFruitAgent(column_major) | 24 | 0.375694 | 45.5 |
grid12_food6_levels | SequentialFruitAgent(farthest_agent) | 29 | 0.38046 | 47.827586 |
grid12_food6_levels | SequentialFruitAgent(lexicographic) | 19 | 0.348246 | 46.631579 |
grid12_food6_levels | SequentialFruitAgent(nearest_agent) | 33 | 0.418687 | 43.757576 |
grid12_food6_levels | SequentialFruitAgent(reverse_column_major) | 22 | 0.325 | 48.136364 |
grid12_food6_levels | SequentialFruitAgent(reverse_lexicographic) | 28 | 0.383333 | 44.678571 |
grid12_food6_levels | ippo_mlp_12_levels | 23 | 0.334058 | 47.608696 |
grid12_food6_levels | ALL | 324 | 0.369084 | 45.910494 |
grid12_food6_nolevels | EntitledAgent | 28 | 0.133929 | 50 |
grid12_food6_nolevels | GreedyHeuristicAgent(closest_avg) | 23 | 0.442029 | 43.913043 |
grid12_food6_nolevels | GreedyHeuristicAgent(closest_self) | 35 | 0.416667 | 44.571429 |
grid12_food6_nolevels | GreedyHeuristicAgent(closest_teammate) | 20 | 0.458333 | 44.7 |
grid12_food6_nolevels | SequentialFruitAgent(column_major) | 26 | 0.298077 | 48 |
grid12_food6_nolevels | SequentialFruitAgent(farthest_agent) | 40 | 0.252083 | 49.425 |
grid12_food6_nolevels | SequentialFruitAgent(lexicographic) | 33 | 0.267677 | 47.666667 |
grid12_food6_nolevels | SequentialFruitAgent(nearest_agent) | 33 | 0.348485 | 48.848485 |
grid12_food6_nolevels | SequentialFruitAgent(reverse_column_major) | 27 | 0.324074 | 48.62963 |
grid12_food6_nolevels | SequentialFruitAgent(reverse_lexicographic) | 37 | 0.331081 | 48.081081 |
grid12_food6_nolevels | ippo_mlp_12 | 24 | 0.347222 | 49.25 |
grid12_food6_nolevels | ALL | 326 | 0.322597 | 47.693252 |
grid7_food3_levels | EntitledAgent | 22 | 0.390152 | 34.318182 |
grid7_food3_levels | GreedyHeuristicAgent(closest_avg) | 34 | 0.5 | 13.647059 |
grid7_food3_levels | GreedyHeuristicAgent(closest_self) | 22 | 0.5 | 12.045455 |
grid7_food3_levels | GreedyHeuristicAgent(closest_teammate) | 22 | 0.5 | 15.090909 |
grid7_food3_levels | GreedyHeuristicAgent(highest_level) | 28 | 0.5 | 14.928571 |
grid7_food3_levels | GreedyHeuristicAgent(lowest_level) | 29 | 0.5 | 15.37931 |
grid7_food3_levels | SequentialFruitAgent(column_major) | 25 | 0.5 | 16.64 |
grid7_food3_levels | SequentialFruitAgent(farthest_agent) | 26 | 0.5 | 15.730769 |
grid7_food3_levels | SequentialFruitAgent(lexicographic) | 22 | 0.5 | 14.818182 |
grid7_food3_levels | SequentialFruitAgent(nearest_agent) | 24 | 0.5 | 11.5 |
grid7_food3_levels | SequentialFruitAgent(reverse_column_major) | 19 | 0.482456 | 15.578947 |
grid7_food3_levels | SequentialFruitAgent(reverse_lexicographic) | 22 | 0.494318 | 17.681818 |
grid7_food3_levels | ippo_mlp_7_levels | 30 | 0.4875 | 15.666667 |
grid7_food3_levels | ALL | 325 | 0.49 | 16.190769 |
grid7_food3_nolevels | EntitledAgent | 27 | 0.376543 | 42.592593 |
grid7_food3_nolevels | GreedyHeuristicAgent(closest_avg) | 32 | 0.5 | 18.84375 |
grid7_food3_nolevels | GreedyHeuristicAgent(closest_self) | 22 | 0.462121 | 20.136364 |
grid7_food3_nolevels | GreedyHeuristicAgent(closest_teammate) | 31 | 0.5 | 18.612903 |
grid7_food3_nolevels | SequentialFruitAgent(column_major) | 28 | 0.47619 | 23.785714 |
grid7_food3_nolevels | SequentialFruitAgent(farthest_agent) | 15 | 0.477778 | 27 |
grid7_food3_nolevels | SequentialFruitAgent(lexicographic) | 20 | 0.433333 | 22.85 |
grid7_food3_nolevels | SequentialFruitAgent(nearest_agent) | 32 | 0.473958 | 19.90625 |
grid7_food3_nolevels | SequentialFruitAgent(reverse_column_major) | 32 | 0.479167 | 21.71875 |
grid7_food3_nolevels | SequentialFruitAgent(reverse_lexicographic) | 27 | 0.475309 | 21.148148 |
grid7_food3_nolevels | ippo_mlp | 34 | 0.485294 | 26.323529 |
grid7_food3_nolevels | ippo_mlp_s2c0 | 24 | 0.305556 | 42.75 |
grid7_food3_nolevels | ALL | 324 | 0.457305 | 25.07716 |
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