conftrace_

exploration exploitation

85 papers

Explore in graph

Co-occurring keywords · papers mentioning both

regret bound (35) multi-armed bandit (33) exploration-exploitation tradeoff (21) online learning (16) reinforcement learning (16) contextual bandit (9) stochastic optimization (9) thompson sampling (8) bayesian optimization (6) bayesian inference (6)

Papers

Contextual Gaussian Process Bandit Optimization NeurIPS 2011 Continuous Rapid Action Value Estimates ACML 2011 Multi-armed bandits on implicit metric spaces NeurIPS 2011 Optimal Reinforcement Learning for Gaussian Systems NeurIPS 2011 Learning to Explore and Exploit in POMDPs NeurIPS 2009 Mortal Multi-Armed Bandits NeurIPS 2008 Online Models for Content Optimization NeurIPS 2008 Bayes-Adaptive POMDPs NeurIPS 2007 Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NeurIPS 2006 R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning JMLR 2002