A Bayesian Sampling Approach to Exploration in Reinforcement Learning

A Bayesian Sampling Approach to Exploration in Reinforcement Learning

9 May 2012

Michael L. Littman

Papers citing "A Bayesian Sampling Approach to Exploration in Reinforcement Learning"

4 / 4 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
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning Jiayu Chen Wentse Chen Jeff Schneider OffRL 66 3 0 15 Oct 2024
Incremental Model-based Learners With Formal Learning-Time Guarantees Alexander L. Strehl Lihong Li Michael L. Littman 61 61 0 27 Jun 2012
Church: a language for generative models Noah D. Goodman Vikash K. Mansinghka Daniel M. Roy Keith Bonawitz J. Tenenbaum 77 814 0 13 Jun 2012