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Restless Poachers: Handling Exploration-Exploitation Tradeoffs in Security Domains
13 references·1 citing·29 second hop
Restless Poachers: Handling Exploration-Exploitation Tradeoffs in Security Domains (2016)Restless Poachers: Handling Exploration-E…Combining Online Learning and Equilibrium Computation in Security Games (2015)Combining Online Learning and…TRUSTS: Scheduling Randomized Patrols for Fare Inspection in Transit Systems (2012)TRUSTS: Scheduling Randomized…Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access (2010)Indexability of Restless Band…Dynamic Multichannel Access With Imperfect Channel State Detection (2010)Dynamic Multichannel Access W…Multi-UAV dynamic routing with partial observations using restless bandit allocation indices (2008)Multi-UAV dynamic routing wit…Some indexable families of restless bandit problems (2006)Some indexable families of re…Whittle's index policy for a multi-class queueing system with convex holding costs (2003)Whittle's index policy for a …Gambling in a rigged casino: The adversarial multi-armed bandit problem (2002)Gambling in a rigged casino: …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…The Complexity of Optimal Queuing Network Control (1999)The Complexity of Optimal Que…On an index policy for restless bandits (1990)On an index policy for restle…Restless bandits: activity allocation in a changing world (1988)Restless bandits: activity al…Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health (2022)Field Study in Deploying Rest…Priority Assignment in Waiting Line Problems (1954)Multi-Armed Bandit Problems (2007)Approximation algorithms for restless bandit problems (2010)Learning in a Changing World: Restless Multiarmed Bandit With Unknown Dynamics (2012)Bandit Processes and Dynamic Allocation Indices (1979)The Psychology and Neuroscience of Curiosity (2015)Bandit Algorithms (2020)An Introduction to Queueing Networks (1990)Why Copy Others? Insights from the Social Learning Strategies Tournament (2010)Generation of random sequences by human subjects: A critical survey of literature. (1972)Computing the optimal strategy to commit to (2006)Analyzing the Effectiveness of Adversary Modeling in Security Games (2013)Game-theoretic randomization for security patrolling with dynamic execution uncertainty (2013)Fare evasion in public transport systems: a review of the literature (2020)Some aspects of the sequential design of experiments (1952)Multi-Armed Bandit Allocation Indices. (1990)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Adaptive Game Playing Using Multiplicative Weights (1999)Online convex optimization in the bandit setting: gradient descent without a gradient (2004)Multi-armed Bandit Algorithms and Empirical Evaluation (2005)Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic (2000)Multi-armed Bandit Models for the Optimal Design of Clinical Trials: Benefits and Challenges (2015)Decentralized Learning for Multiplayer Multiarmed Bandits (2014)On Optimality of Myopic Policy for Restless Multi-Armed Bandit Problem: An Axiomatic Approach (2011)Adapting to a Changing Environment: the Brownian Restless Bandits. (2008)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)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)
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References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 1988Restless bandits: activity allocation in a changing world1,174 cited
  • 2002Gambling in a rigged casino: The adversarial multi-armed bandit problem741 cited
  • 1990On an index policy for restless bandits486 cited
  • 1999The Complexity of Optimal Queuing Network Control470 cited
  • 2010Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access347 cited
  • 2001Restless bandits, partial conservation laws and indexability202 cited
  • 2003Whittle's index policy for a multi-class queueing system with convex holding costs109 cited
  • 2010Dynamic Multichannel Access With Imperfect Channel State Detection108 cited
  • 2012TRUSTS: Scheduling Randomized Patrols for Fare Inspection in Transit Systems100 cited
  • 2008Multi-UAV dynamic routing with partial observations using restless bandit allocation indices95 cited
  • 2006Some indexable families of restless bandit problems83 cited
  • 2015Combining Online Learning and Equilibrium Computation in Security Games30 cited

Cited by

  • 2022Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health29 cited

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