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08/17/2023
Reinforced Self-Training (ReST) for Language Modeling
Reinforcement learning from human feedback (RLHF) can improve the qualit...
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08/07/2023
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning
StarCraft II is one of the most challenging simulated reinforcement lear...
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07/05/2022
An Empirical Study of Implicit Regularization in Deep Offline RL
Deep neural networks are the most commonly used function approximators i...
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05/15/2019
Output-Constrained Bayesian Neural Networks
Bayesian neural network (BNN) priors are defined in parameter space, mak...
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03/24/2019
Truly Batch Apprenticeship Learning with Deep Successor Features
We introduce a novel apprenticeship learning algorithm to learn an exper...
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05/31/2018