(More) Efficient Reinforcement Learning via Posterior Sampling

4 June 2013

Papers citing "(More) Efficient Reinforcement Learning via Posterior Sampling"

15 / 15 papers shown

Title
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments Yun Qu Wenjie Wang Yixiu Mao Yiqin Lv Xiangyang Ji TTA 112 0 0 27 Apr 2025
Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context Jianyu Xu Qiuzhuang Sun Yang Yang Huadong Mo Daoyi Dong 149 0 0 24 Feb 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem Nima Akbarzadeh Erick Delage Yossiri Adulyasak 100 0 0 30 Oct 2024
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling Jasmine Bayrooti Carl Henrik Ek Amanda Prorok 127 0 0 07 Oct 2024
Optimistic Q-learning for average reward and episodic reinforcement learning Priyank Agrawal Shipra Agrawal 70 5 0 18 Jul 2024
Random Latent Exploration for Deep Reinforcement Learning Srinath Mahankali Zhang-Wei Hong Ayush Sekhari Alexander Rakhlin Pulkit Agrawal 119 3 0 18 Jul 2024
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes Bhargav Ganguly Yang Xu Vaneet Aggarwal 47 1 0 18 Oct 2023
Settling the Sample Complexity of Online Reinforcement Learning Zihan Zhang Yuxin Chen Jason D. Lee S. Du OffRL 125 22 0 25 Jul 2023
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 134 699 0 11 Jan 2013
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 86 443 0 15 Sep 2012
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 133 993 0 15 Sep 2012
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 102 585 0 18 May 2012
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search A. Guez David Silver Peter Dayan 61 172 0 14 May 2012
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs Peter L. Bartlett Ambuj Tewari 71 280 0 09 May 2012
Optimism in Reinforcement Learning and Kullback-Leibler Divergence Sarah Filippi Olivier Cappé Aurélien Garivier 99 105 0 29 Apr 2010