Thought Cloning also provides important benefits for AI Safety and Than Behavioral Cloning and its performance advantage grows the further out ofĭistribution test tasks are, highlighting its ability to better handle novel Results reveal that Thought Cloning learns much faster online videos with transcripts), here weĬonduct experiments in a domain where the thinking and action data are Thought Cloning to truly shine at scale on internet-sized datasets of humans Where the idea is to not just clone the behaviors of human demonstrators, butĪlso the thoughts humans have as they perform these behaviors. We introduce a novel Imitation Learning framework, Thought Cloning, Language and that we can improve AI agents by training them to think like We hypothesize one reasonįor such cognitive deficiencies is that they lack the benefits of thinking in Human-level performance in any of these abilities. However, Reinforcement Learning (RL) agents are far from With exceptional abilities to generalize, explore, plan, replan, and adapt to Download a PDF of the paper titled Thought Cloning: Learning to Think while Acting by Imitating Human Thinking, by Shengran Hu and Jeff Clune Download PDF Abstract: Language is often considered a key aspect of human thinking, providing us
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