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Algorithms for Adversarial Bandit Problems with Multiple Plays
7 references·4 citing·38 second hop
Algorithms for Adversarial Bandit Problems with Multiple Plays (2010)Algorithms for Adversarial Bandit Problem…Competing in the dark: An efficient algorithm for bandit linear optimization (2008)Competing in the dark: An eff…The on-line shortest path problem under partial monitoring (2007)The on-line shortest path pro…Multi-Armed Bandit Problems (2007)Multi-Armed Bandit ProblemsThe Nonstochastic Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed …On the optimality of the Gittins index rule for multi-armed bandits with multiple plays (1999)On the optimality of the Gitt…Asymptotically efficient allocation rules for the multiarmed bandit problem with multiple plays-Part I: I.I.D. rewards (1987)Asymptotically efficient allo…Mathematical Methods of Operations Research. (1961)Mathematical Methods of Opera…Budget-Constrained Multi-Armed Bandits With Multiple Plays (2018)Budget-Constrained Multi-Arme…Ranked bandits in metric spaces: learning diverse rankings over large document collections (2013)Ranked bandits in metric spac…Minimax Policies for Combinatorial Prediction Games (2011)Minimax Policies for Combinat…Non-Stochastic Bandit Slate Problems (2010)Non-Stochastic Bandit Slate P…Design of Experiments (1936)Theory of optimal experiments (1972)The Knowledge Gradient Algorithm for a General Class of Online Learning Problems (2012)Incentivizing exploration (2014)Introduction to Stochastic Processes (2014)Asymptotically optimal priority policies for indexable and nonindexable restless bandits (2016)Some aspects of the sequential design of experiments (1952)Prediction, Learning, and Games (2006)Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints (2011)Online Learning with Predictable Sequences (2012)The best of both worlds: stochastic and adversarial bandits (2012)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Online Learning and Online Convex Optimization (2011)Online Learning and Online Convex Optimization (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Finite-time Analysis of the Multiarmed Bandit Problem (2002)DCM Bandits: Learning to Rank with Multiple Clicks (2016)Online Learning to Rank in Stochastic Click Models (2017)A Perspective on Incentive Design: Challenges and Opportunities (2018)An analog of the minimax theorem for vector payoffs (1956)Introduction to Online Optimization (2011)Combinatorial Bandits Revisited (2015)Minimal Exploration in Structured Stochastic Bandits (2017)Tracking the Best Expert (1998)Efficient algorithms for online decision problems (2004)Adversarial Bandits with Knapsacks (2019)Near-optimal discrete optimization for experimental design: a regret minimization approach (2020)Bandit Processes and Dynamic Allocation Indices (1979)Multi-Armed Bandits and the Gittins Index (1980)Restless bandits: activity allocation in a changing world (1988)On Testing the Equality of the Multiple Sharpe Ratios, with Application on the Evaluation of Ishares (2006)Simulation-based optimization of control policy on multi-echelon inventory system for fresh agricultural products (2019)Applications of Mean Field Games in financial engineering and economic theory (2021)On multilabel classification and ranking with bandit feedback (2014)Off-policy evaluation for slate recommendation (2016)The Continuum-Armed Bandit Problem (1995)Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access (2010)Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms (2014)
this work references cited by second hop

References

  • 2002The Nonstochastic Multiarmed Bandit Problem2,210 cited
  • 1987Asymptotically efficient allocation rules for the multiarmed bandit problem with multiple plays-Part I: I.I.D. rewards358 cited
  • 2007Multi-Armed Bandit Problems188 cited
  • 2008Competing in the dark: An efficient algorithm for bandit linear optimization182 cited
  • 2007The on-line shortest path problem under partial monitoring151 cited
  • 1961Mathematical Methods of Operations Research.120 cited
  • 1999On the optimality of the Gittins index rule for multi-armed bandits with multiple plays78 cited

Cited by

  • 2013Ranked bandits in metric spaces: learning diverse rankings over large document collections63 cited
  • 2010Non-Stochastic Bandit Slate Problems61 cited
  • 2011Minimax Policies for Combinatorial Prediction Games50 cited
  • 2018Budget-Constrained Multi-Armed Bandits With Multiple Plays45 cited

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