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Mortal Multi-Armed Bandits
14 references·9 citing·30 second hop
Mortal Multi-Armed Bandits (2008)Mortal Multi-Armed BanditsRegret bounds for sleeping experts and bandits (2010)Regret bounds for sleeping ex…Adapting to a Changing Environment: the Brownian Restless Bandits. (2008)Adapting to a Changing Enviro…Multi-armed bandit problems with dependent arms (2007)Multi-armed bandit problems w…Using confidence bounds for exploitation-exploration trade-offs (2003)Using confidence bounds for e…The Nonstochastic Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed …The complexity of optimal queueing network control (2002)The complexity of optimal que…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Restless bandits, partial conservation laws and indexability (2001)Restless bandits, partial con…Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic (2000)Restless Bandits, Linear Prog…Tracking the Best Expert (1998)Tracking the Best ExpertUsing and combining predictors that specialize (1997)Using and combining predictor…Restless bandits: activity allocation in a changing world (1988)Restless bandits: activity al…Bandit Problems, Sequential Allocation of Experiments. (1987)Bandit Problems, Sequential A…Arm-Acquiring Bandits (1981)Arm-Acquiring BanditsMulti-fidelity Gaussian Process Bandit Optimisation (2019)Multi-fidelity Gaussian Proce…Multi-armed bandit problem with known trend (2016)Multi-armed bandit problem wi…Trading Off Scientific Knowledge and User Learning with Multi-Armed Bandits (2014)Trading Off Scientific Knowle…Bandits with concave rewards and convex knapsacks (2014)Bandits with concave rewards …A Neural Networks Committee for the Contextual Bandit Problem (2014)A Neural Networks Committee f…Multi-Armed Bandit with Budget Constraint and Variable Costs (2013)Multi-Armed Bandit with Budge…Distributed Exploration in Multi-Armed Bandits (2013)Distributed Exploration in Mu…Tighter Bounds for Multi-Armed Bandits with Expert Advice (2009)Tighter Bounds for Multi-Arme…Explore/Exploit Schemes for Web Content Optimization (2009)Explore/Exploit Schemes for W…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Exponentiated Gradient versus Gradient Descent for Linear Predictors (1997)How to use expert advice (1997)On Upper-Confidence Bound Policies for Switching Bandit Problems (2011)Online portfolio selection (2014)Multi-Armed Bandit Allocation Indices. (1990)On an index policy for restless bandits (1990)Multi-Armed Bandit Problems (2007)Stochastic Multi-Armed-Bandit Problem with Non-stationary Rewards (2014)Some aspects of the sequential design of experiments (1952)An Asymptotically Optimal Bandit Algorithm for Bounded Support Models. (2010)Multi-armed bandits with application to 5G small cells (2016)Combinatorial Sleeping Bandits With Fairness Constraints (2019)A Game of Prediction with Expert Advice (1998)Averaging Expert Predictions (1999)Potential-Based Algorithms in On-Line Prediction and Game Theory (2003)Bandit Processes and Dynamic Allocation Indices (1979)The Psychology and Neuroscience of Curiosity (2015)Bandit Algorithms (2020)Learning by Doing and the Choice of Technology (1996)Linearly Parameterized Bandits (2010)Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms (2011)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)Improved Algorithms for Linear Stochastic Bandits (2011)Introduction to Multi-Armed Bandits (2019)Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges. (2015)Prediction, Learning, and Games (2006)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)
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References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2002The Nonstochastic Multiarmed Bandit Problem2,210 cited
  • 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
  • 1988Restless bandits: activity allocation in a changing world1,174 cited
  • 1987Bandit Problems, Sequential Allocation of Experiments.566 cited
  • 1998Tracking the Best Expert557 cited
  • 2000Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic237 cited
  • 1997Using and combining predictors that specialize237 cited
  • 2001Restless bandits, partial conservation laws and indexability202 cited
  • 2010Regret bounds for sleeping experts and bandits200 cited
  • 2002The complexity of optimal queueing network control179 cited
  • 2007Multi-armed bandit problems with dependent arms163 cited
  • 2008Adapting to a Changing Environment: the Brownian Restless Bandits.141 cited
  • 1981Arm-Acquiring Bandits141 cited

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  • 2014Bandits with concave rewards and convex knapsacks122 cited
  • 2009

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Explore/Exploit Schemes for Web Content Optimization
120 cited
  • 2013Multi-Armed Bandit with Budget Constraint and Variable Costs120 cited
  • 2009Tighter Bounds for Multi-Armed Bandits with Expert Advice91 cited
  • 2016Multi-armed bandit problem with known trend70 cited
  • 2014A Neural Networks Committee for the Contextual Bandit Problem62 cited
  • 2019Multi-fidelity Gaussian Process Bandit Optimisation56 cited
  • 2013Distributed Exploration in Multi-Armed Bandits50 cited
  • 2014Trading Off Scientific Knowledge and User Learning with Multi-Armed Bandits45 cited