Friday, July 18

Tag: Reddit

Atari 10k challenge benchmark with bayesian models / free energy principle active inference
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Atari 10k challenge benchmark with bayesian models / free energy principle active inference

“VERSES’ agent, powered by Genius, trained for 2 hours on 90% less data than Atari 100k (thus Atari 10k) on several games Genius Agent matched or exceeded performance of top ranking models that were trained on 10x the data and many times more compute Genius Agent exceeded human-level performance and achieved perfect play (scoring all 20 points) at Pong multiple times Genius Agent outperformed a leading model, IRIS with 96% smaller model size” “This alternative path to applying neuroscience-based methodologies and biologically plausible techniques to tackle Atari began in 2022, when Professor Friston and our colleagues from Cortical Labs demonstrated how lab-grown brain cells, called “Dishbrain”, learned to play Pong demonstrating that neurons apply the Free Energy Principle and opera...
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