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bandit feedback

158 papers

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Co-occurring keywords · papers mentioning both

regret bound (81) online learning (45) multi-armed bandit (22) multi-class classification (12) nash equilibrium (11) multi-agent system (10) markov decision process (10) policy optimization (10) reinforcement learning (10) no-regret learning (9)

Papers

The price of bandit information in multiclass online classification COLT 2013 Towards Minimax Policies for Online Linear Optimization with Bandit Feedback COLT 2012 Improved Regret Guarantees for Online Smooth Convex Optimization with Bandit Feedback AISTATS 2011 Minimax Policies for Combinatorial Prediction Games COLT 2011 Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NeurIPS 2011 Stochastic convex optimization with bandit feedback NeurIPS 2011 Online Markov Decision Processes under Bandit Feedback NeurIPS 2010 Beyond Convexity: Online Submodular Minimization NeurIPS 2009