JAT Dataset Dataset Description The Jack of All Trades (JAT) dataset combines a wide range of individual datasets. It includes expert demonstrations by expert RL agents, image and caption pairs, textual data and more. The JAT dataset is part of the JAT project, which aims to build a multimodal generalist agent. Paper : https://huggingface.co/papers/2402.09844 Usage Dataset Structure Data Instances Click to expand the score information for each task The following table presents a comparative analysis of scores across various domains and tasks. The scores highlight the performance difference between a random agent and the episodes recorded in our dataset. Task Random Agent Score Dataset Episode Score : : : : Atari atari alien 205.50 ± 111.97 16912.50 ± 7087.42 atari amidar 2.38 ± 2.50 2164.71 ± 1229.47 atari assault 262.50 ± 89.61 15699.12 ± 9572.12 atari asterix 213.50 ± 110.87 3699.62 ± 2421.30 atari asteroids 856.40 ± 434.32 177011.05 ± 35334.20 atari atlantis 17764.00 ± 6662.43 320679.59 ± 418247.37 atari bankheist 13.40 ± 11.07 1322.43 ± 60.84 atari battlezone 2170.00 ± 2121.58 295592.59 ± 161960.96 atari beamrider 357.28 ± 143.97 29589.35 ± 16132.96 atari berzerk 160.10 ± 118.8…
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