conftrace_

exploration-exploitation trade-off

31 papers

Explore in graph

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) exploration exploitation (76) reinforcement learning (4352) upper confidence bound (197) exploration strategy (96) contextual bandit (381) bayesian optimization (624) exploration-exploitation (9) markov decision process (790)

Papers

Cornering Stationary and Restless Mixing Bandits with Remix-UCB NIPS 2015
Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes ICML 2014
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NIPS 2013
Optimal Reinforcement Learning for Gaussian Systems NIPS 2011
Learning to Explore and Exploit in POMDPs NIPS 2009
Bayes-Adaptive POMDPs NIPS 2007