conftrace_

sequential decision

123 papers

Explore in graph

Co-occurring keywords

regret bound (1926) sequential decision making (215) multi-armed bandit (1098) reinforcement learning (4352) online learning (1777) online algorithm (445) contextual bandit (381) markov decision process (790) sequential decision-making (94) bayesian optimization (624)

Papers

Boosting Algorithms for Detector Cascade Learning JMLR 2014
Efficient Partial Monitoring with Prior Information NIPS 2014
Finding a most biased coin with fewest flips COLT 2014
Discovering, Learning and Exploiting Relevance NIPS 2014
Fairness in Multi-Agent Sequential Decision-Making NIPS 2014
An LP for Sequential Learning Under Budgets AISTATS 2014
Bounded Regret for Finite-Armed Structured Bandits NIPS 2014
An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Online Submodular Minimization JMLR 2012
Searching for objects driven by context NIPS 2012
Optimistic Bayesian Sampling in Contextual-Bandit Problems JMLR 2012
On Bayesian Upper Confidence Bounds for Bandit Problems AISTATS 2012
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization NIPS 2012
Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments COLT 2011
Internal Regret with Partial Monitoring: Calibration-Based Optimal Algorithms JMLR 2011
Distributionally Robust Markov Decision Processes NIPS 2010
On-Line Sequential Bin Packing JMLR 2010
Regret Bounds for Gaussian Process Bandit Problems AISTATS 2010
Active Sequential Learning with Tactile Feedback AISTATS 2010
Mortal Multi-Armed Bandits NIPS 2008
Adapting to a Market Shock: Optimal Sequential Market-Making NIPS 2008
Active Policy Learning for Robot Planning and Exploration under Uncertainty RSS 2007
Chained Boosting NIPS 2006