conftrace_

exploration-exploitation

9 papers

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Co-occurring keywords

exploration exploitation (76) multi-armed bandit (1098) regret bound (1926) exploration-exploitation trade-off (31) online learning (1777) stochastic optimization (1060) exploration-exploitation tradeoff (55) reinforcement learning (4352) policy search (87) partially observable markov decision process (178)

Papers

A Gang of Bandits NIPS 2013
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NIPS 2013
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NIPS 2012
Risk-Aversion in Multi-armed Bandits NIPS 2012
Multi-armed bandits on implicit metric spaces NIPS 2011
Optimal Reinforcement Learning for Gaussian Systems NIPS 2011
Mortal Multi-Armed Bandits NIPS 2008
Bayes-Adaptive POMDPs NIPS 2007
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NIPS 2006