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Multi-Armed Bandits

Papers archive 2025-07-28

archive papers tagged: 1,262 · with a code link: 253 · where Syntology ran a sample: 55 (44 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (55 of 1,262 tagged: 44 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 12 of 13: papers 1,101 to 1,200 of 1,262, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Fighting Contextual Bandits with Stochastic Smoothing
  11 Oct 2018 0 repositories listed
• Regularized Contextual Bandits
  11 Oct 2018 0 repositories listed
• Contextual Multi-Armed Bandits for Causal Marketing
  2 Oct 2018 0 repositories listed
• Thompson Sampling Algorithms for Cascading Bandits
  2 Oct 2018 0 repositories listed
• Contextual Bandits with Cross-learning
  25 Sep 2018 0 repositories listed
• Multi-Player Bandits: A Trekking Approach
  17 Sep 2018 0 repositories listed
• Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits
  23 Aug 2018 0 repositories listed
• Data Poisoning Attacks in Contextual Bandits
  17 Aug 2018 0 repositories listed
• Preference-based Online Learning with Dueling Bandits: A Survey
  30 Jul 2018 0 repositories listed
• Deep Contextual Multi-armed Bandits
  25 Jul 2018 0 repositories listed
• Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits
  19 Jul 2018 0 repositories listed
• Linear Bandits with Stochastic Delayed Feedback
  5 Jul 2018 0 repositories listed
• Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access
  2 Jul 2018 0 repositories listed
• Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems
  1 Jul 2018 0 repositories listed
• Contextual bandits with surrogate losses: Margin bounds and efficient algorithms
  28 Jun 2018 0 repositories listed
• Greybox fuzzing as a contextual bandits problem
  11 Jun 2018 0 repositories listed
• Finding the bandit in a graph: Sequential search-and-stop
  6 Jun 2018 0 repositories listed
• Mitigating Bias in Adaptive Data Gathering via Differential Privacy
  6 Jun 2018 0 repositories listed
• A General Framework for Bandit Problems Beyond Cumulative Objectives
  4 Jun 2018 0 repositories listed
• The Externalities of Exploration and How Data Diversity Helps Exploitation
  1 Jun 2018 0 repositories listed
• Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits
  22 May 2018 0 repositories listed
• PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits
  18 May 2018 0 repositories listed
• Delegating via Quitting Games
  20 Apr 2018 0 repositories listed
• Combining Difficulty Ranking with Multi-Armed Bandits to Sequence Educational Content
  14 Apr 2018 0 repositories listed
• Best arm identification in multi-armed bandits with delayed feedback
  29 Mar 2018 0 repositories listed
• What Doubling Tricks Can and Can't Do for Multi-Armed Bandits
  19 Mar 2018 0 repositories listed
• Multi-Armed Bandits for Correlated Markovian Environments with Smoothed Reward Feedback
  11 Mar 2018 0 repositories listed
• Online learning over a finite action set with limited switching
  5 Mar 2018 0 repositories listed
• Practical Contextual Bandits with Regression Oracles
  3 Mar 2018 0 repositories listed
• The K-Nearest Neighbour UCB algorithm for multi-armed bandits with covariates
  1 Mar 2018 0 repositories listed
• Regional Multi-Armed Bandits
  22 Feb 2018 0 repositories listed
• Online Learning with an Unknown Fairness Metric
  20 Feb 2018 0 repositories listed
• Multi-Armed Bandits on Partially Revealed Unit Interval Graphs
  12 Feb 2018 0 repositories listed
• Policy Gradients for Contextual Recommendations
  12 Feb 2018 0 repositories listed
• Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits
  9 Feb 2018 0 repositories listed
• Nonparametric Stochastic Contextual Bandits
  5 Jan 2018 0 repositories listed
• Contextual memory bandit for pro-active dialog engagement
  1 Jan 2018 0 repositories listed
• Active Search for High Recall: a Non-Stationary Extension of Thompson Sampling
  27 Dec 2017 0 repositories listed
• Stochastic Multi-armed Bandits in Constant Space
  25 Dec 2017 0 repositories listed
• Gaussian Process bandits with adaptive discretization
  5 Dec 2017 0 repositories listed
• A KL-LUCB algorithm for Large-Scale Crowdsourcing
  1 Dec 2017 0 repositories listed
• Online Learning via the Differential Privacy Lens
  27 Nov 2017 0 repositories listed
• Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models
  22 Nov 2017 0 repositories listed
• Estimation Considerations in Contextual Bandits
  19 Nov 2017 0 repositories listed
• Budget-Constrained Multi-Armed Bandits with Multiple Plays
  16 Nov 2017 0 repositories listed
• Skyline Identification in Multi-Armed Bandits
  12 Nov 2017 0 repositories listed
• Small-loss bounds for online learning with partial information
  9 Nov 2017 0 repositories listed
• Multi-Player Bandits Revisited
  7 Nov 2017 0 repositories listed
• Sparsity, variance and curvature in multi-armed bandits
  3 Nov 2017 0 repositories listed
• Multi-Armed Bandits with Metric Movement Costs
  24 Oct 2017 0 repositories listed
• Combinatorial Multi-armed Bandits for Real-Time Strategy Games
  13 Oct 2017 0 repositories listed
• An Analysis of the Value of Information when Exploring Stochastic, Discrete Multi-Armed Bandits
  8 Oct 2017 0 repositories listed
• Trend Detection based Regret Minimization for Bandit Problems
  15 Sep 2017 0 repositories listed
• Optimal Learning for Sequential Decision Making for Expensive Cost Functions with Stochastic Binary Feedbacks
  13 Sep 2017 0 repositories listed
• Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
  24 Aug 2017 0 repositories listed
• Efficient Contextual Bandits in Non-stationary Worlds
  5 Aug 2017 0 repositories listed
• Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems
  3 Aug 2017 0 repositories listed
• Safety-Aware Algorithms for Adversarial Contextual Bandit
  1 Aug 2017 0 repositories listed
• A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity
  28 Jul 2017 0 repositories listed
• Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits
  9 Jul 2017 0 repositories listed
• Efficient Reinforcement Learning via Initial Pure Exploration
  7 Jun 2017 0 repositories listed
• Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration
  4 Jun 2017 0 repositories listed
• Boltzmann Exploration Done Right
  29 May 2017 0 repositories listed
• Combinatorial Multi-Armed Bandits with Filtered Feedback
  26 May 2017 0 repositories listed
• Boundary Crossing Probabilities for General Exponential Families
  24 May 2017 0 repositories listed
• Multi-Task Learning for Contextual Bandits
  24 May 2017 0 repositories listed
• Combinatorial Semi-Bandits with Knapsacks
  23 May 2017 0 repositories listed
• Practical Algorithms for Best-K Identification in Multi-Armed Bandits
  19 May 2017 0 repositories listed
• Bandit Regret Scaling with the Effective Loss Range
  15 May 2017 0 repositories listed
• Value Directed Exploration in Multi-Armed Bandits with Structured Priors
  12 Apr 2017 0 repositories listed
• On Kernelized Multi-armed Bandits
  3 Apr 2017 0 repositories listed
• Efficient Benchmarking of NLP APIs using Multi-armed Bandits
  1 Apr 2017 0 repositories listed
• Selective Harvesting over Networks
  15 Mar 2017 0 repositories listed
• Horde of Bandits using Gaussian Markov Random Fields
  7 Mar 2017 0 repositories listed
• Provably Optimal Algorithms for Generalized Linear Contextual Bandits
  28 Feb 2017 0 repositories listed
• QoS-Aware Multi-Armed Bandits
  28 Feb 2017 0 repositories listed
• Rotting Bandits
  23 Feb 2017 0 repositories listed
• Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits
  17 Feb 2017 0 repositories listed
• Learning to Use Learners' Advice
  16 Feb 2017 0 repositories listed
• The Price of Differential Privacy For Online Learning
  27 Jan 2017 0 repositories listed
• Active Search for Sparse Signals with Region Sensing
  2 Dec 2016 0 repositories listed
• Multi-armed Bandits: Competing with Optimal Sequences
  1 Dec 2016 0 repositories listed
• Bandit algorithms to emulate human decision making using probabilistic distortions
  30 Nov 2016 0 repositories listed
• Fair Algorithms for Infinite and Contextual Bandits
  29 Oct 2016 0 repositories listed
• Risk-Aware Algorithms for Adversarial Contextual Bandits
  17 Oct 2016 0 repositories listed
• Exploration Potential
  16 Sep 2016 0 repositories listed
• On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits
  8 Sep 2016 0 repositories listed
• On the Identification and Mitigation of Weaknesses in the Knowledge Gradient Policy for Multi-Armed Bandits
  20 Jul 2016 0 repositories listed
• An optimal learning method for developing personalized treatment regimes
  6 Jul 2016 0 repositories listed
• Making Contextual Decisions with Low Technical Debt
  13 Jun 2016 0 repositories listed
• Contextual Bandits with Latent Confounders: An NMF Approach
  1 Jun 2016 0 repositories listed
• Improved Regret Bounds for Oracle-Based Adversarial Contextual Bandits
  1 Jun 2016 0 repositories listed
• Open Problem: Best Arm Identification: Almost Instance-Wise Optimality and the Gap Entropy Conjecture
  27 May 2016 0 repositories listed
• Fairness in Learning: Classic and Contextual Bandits
  23 May 2016 0 repositories listed
• Graph Clustering Bandits for Recommendation
  2 May 2016 0 repositories listed
• Stochastic Contextual Bandits with Known Reward Functions
  30 Apr 2016 0 repositories listed
• Latent Contextual Bandits and their Application to Personalized Recommendations for New Users
  22 Apr 2016 0 repositories listed
• PAC Reinforcement Learning with Rich Observations
  8 Feb 2016 0 repositories listed
• BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits
  6 Feb 2016 0 repositories listed
• Bandits meet Computer Architecture: Designing a Smartly-allocated Cache
  31 Jan 2016 0 repositories listed