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IFAI

Gato

Product2 stories

  1. ResearchReach 33

    Meet JAT, an open-source Transformer agent that plays games and moves robots

    Researchers just open-sourced JAT, a multi-purpose Transformer agent built to reproduce and improve upon Gato. Running on a single network, it tackles 157 tasks across Atari games, navigation, and robotic control, matching 65.8% of expert performance while supporting basic text and vision tasks. Why it matters: It opens up generalist embodied AI research with fully public models and datasets.

  2. RoboticsReach 35

    DeepMind's RoboCat learns to operate different robotic arms

    DeepMind just revealed RoboCat, a multi-task AI model capable of operating different real-world robotic arms. By observing as few as 100 human demonstrations, it can adapt to new tasks and self-generate training data to improve. Why it matters: robotics training is famously slow and tedious, though RoboCat's success rates still wildly fluctuate from 13% to 99%.