Learning is planning: near Bayes-optimal reinforcement learning via
Monte-Carlo tree search

Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search

14 February 2012

Michael L. Littman

Papers citing "Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search"

6 / 6 papers shown

Title
Model-based Lifelong Reinforcement Learning with Bayesian Exploration Haotian Fu Shangqun Yu Michael Littman George Konidaris BDL OffRL 26 12 0 20 Oct 2022
Bayesian Bellman Operators M. Fellows Kristian Hartikainen Shimon Whiteson OffRL 42 15 0 09 Jun 2021
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning L. Zintgraf K. Shiarlis Maximilian Igl Sebastian Schulze Y. Gal Katja Hofmann Shimon Whiteson OffRL 16 273 0 18 Oct 2019
Neural Predictive Belief Representations Z. Guo M. G. Azar Bilal Piot Bernardo Avila-Pires Rémi Munos SSL 24 80 0 15 Nov 2018
Compress and Control J. Veness Marc G. Bellemare Marcus Hutter Alvin Chua Guillaume Desjardins OffRL 25 29 0 19 Nov 2014
A General Framework for Interacting Bayes-Optimally with Self-Interested Agents using Arbitrary Parametric Model and Model Prior T. Hoang K. H. Low AI4CE 45 13 0 07 Apr 2013