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Regret Bounds for Information-Directed Reinforcement Learning


Jun 09, 2022
Botao Hao, Tor Lattimore


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Contextual Information-Directed Sampling


May 22, 2022
Botao Hao, Tor Lattimore, Chao Qin

* Accepted at ICML 2022 

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Interacting Contour Stochastic Gradient Langevin Dynamics


Feb 20, 2022
Wei Deng, Siqi Liang, Botao Hao, Guang Lin, Faming Liang

* ICLR 2022 

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Evaluating Predictive Distributions: Does Bayesian Deep Learning Work?


Oct 09, 2021
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Botao Hao, Morteza Ibrahimi, Dieterich Lawson, Xiuyuan Lu, Brendan O'Donoghue, Benjamin Van Roy


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Efficient Local Planning with Linear Function Approximation


Aug 12, 2021
Dong Yin, Botao Hao, Yasin Abbasi-Yadkori, Nevena Lazić, Csaba Szepesvári


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Bandit Phase Retrieval


Jun 04, 2021
Tor Lattimore, Botao Hao


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Information Directed Sampling for Sparse Linear Bandits


May 29, 2021
Botao Hao, Tor Lattimore, Wei Deng


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Optimization Issues in KL-Constrained Approximate Policy Iteration


Feb 11, 2021
Nevena Lazić, Botao Hao, Yasin Abbasi-Yadkori, Dale Schuurmans, Csaba Szepesvári


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Bootstrapping Statistical Inference for Off-Policy Evaluation


Feb 09, 2021
Botao Hao, Xiang Ji, Yaqi Duan, Hao Lu, Csaba Szepesvári, Mengdi Wang


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