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08/20/2023
ExpeL: LLM Agents Are Experiential Learners
The recent surge in research interest in applying large language models ...
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01/04/2023
Quantum relaxation for quadratic programs over orthogonal matrices
Quadratic programming over the (special) orthogonal group encompasses a ...
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10/13/2022
A Mixture of Surprises for Unsupervised Reinforcement Learning
Unsupervised reinforcement learning aims at learning a generalist policy...
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05/31/2022
Provable General Function Class Representation Learning in Multitask Bandits and MDPs
While multitask representation learning has become a popular approach in...
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03/07/2021
Robotic Visuomotor Control with Unsupervised Forward Model Learned from Videos
Learning an accurate model of the environment is essential for model-bas...
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06/17/2020
The No-Flippancy Game
We analyze a coin-based game with two players where, before starting the...
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10/21/2015