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Kevin Ellis

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WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment

Feb 19, 2024
Hao Tang, Darren Key, Kevin Ellis

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Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning

Feb 19, 2024
Top Piriyakulkij, Kevin Ellis

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Active Preference Inference using Language Models and Probabilistic Reasoning

Dec 19, 2023
Top Piriyakulkij, Volodymyr Kuleshov, Kevin Ellis

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Rapid Motor Adaptation for Robotic Manipulator Arms

Dec 07, 2023
Yichao Liang, Kevin Ellis, João Henriques

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Modeling Human-like Concept Learning with Bayesian Inference over Natural Language

Jun 05, 2023
Kevin Ellis

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LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas

Jun 03, 2023
Kensen Shi, Hanjun Dai, Wen-Ding Li, Kevin Ellis, Charles Sutton

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Top-Down Synthesis for Library Learning

Nov 29, 2022
Matthew Bowers, Theo X. Olausson, Catherine Wong, Gabriel Grand, Joshua B. Tenenbaum, Kevin Ellis, Armando Solar-Lezama

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I Speak, You Verify: Toward Trustworthy Neural Program Synthesis

Sep 29, 2022
Darren Key, Wen-Ding Li, Kevin Ellis

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From Perception to Programs: Regularize, Overparameterize, and Amortize

Jun 13, 2022
Hao Tang, Kevin Ellis

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