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NEW from the #KempnerInstitute: researchers introduce ForageWorld, a foraging task made to evaluate analysis techniques for learning, planning, and more. Read the #DeeperLearning blog post: bit.ly/4vPrewB #AI Authors: @kanakarajanphd.bsky.social, @ryanpaulbadman1.bsky.social, Riley Simmons-Edler.
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Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments - Kempner Institute
Model-free RL agents trained on simple tasks can be evaluated by whether or not they achieve their simple rewards, but complex open-ended environments demand richer analysis. ForageWorld introduces a ...
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Kempner Institute at Harvard University