Browse State-of-the-Art › Multi-Armed Bandits › Papers, page 8

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 8 of 13: papers 701 to 800 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.

• Breaking the √(T) Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits
  19 May 2022 0 repositories listed
• Slowly Changing Adversarial Bandit Algorithms are Efficient for Discounted MDPs
  18 May 2022 0 repositories listed
• Semi-Parametric Contextual Bandits with Graph-Laplacian Regularization
  17 May 2022 0 repositories listed
• From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses
  16 May 2022 0 repositories listed
• Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions
  13 May 2022 0 repositories listed
• A Survey of Risk-Aware Multi-Armed Bandits
  12 May 2022 0 repositories listed
• Federated Multi-Armed Bandits Under Byzantine Attacks
  9 May 2022 0 repositories listed
• Selectively Contextual Bandits
  9 May 2022 0 repositories listed
• Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications
  28 Apr 2022 0 repositories listed
• Rate-Constrained Remote Contextual Bandits
  26 Apr 2022 0 repositories listed
• Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations
  10 Apr 2022 0 repositories listed
• Stochastic Multi-armed Bandits with Non-stationary Rewards Generated by a Linear Dynamical System
  6 Apr 2022 0 repositories listed
• Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk
  1 Apr 2022 0 repositories listed
• Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles
  30 Mar 2022 0 repositories listed
• Best Arm Identification in Restless Markov Multi-Armed Bandits
  29 Mar 2022 0 repositories listed
• On Kernelized Multi-Armed Bandits with Constraints
  29 Mar 2022 0 repositories listed
• Modeling Attrition in Recommender Systems with Departing Bandits
  25 Mar 2022 0 repositories listed
• Approximate Function Evaluation via Multi-Armed Bandits
  18 Mar 2022 0 repositories listed
• Reinforced Meta Active Learning
  9 Mar 2022 0 repositories listed
• Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits
  8 Mar 2022 0 repositories listed
• PAC-Bayesian Lifelong Learning For Multi-Armed Bandits
  7 Mar 2022 0 repositories listed
• Restless Multi-Armed Bandits under Exogenous Global Markov Process
  28 Feb 2022 0 repositories listed
• Federated Online Sparse Decision Making
  27 Feb 2022 0 repositories listed
• The Pareto Frontier of Instance-Dependent Guarantees in Multi-Player Multi-Armed Bandits with no Communication
  19 Feb 2022 0 repositories listed
• Cost-Efficient Distributed Learning via Combinatorial Multi-Armed Bandits
  16 Feb 2022 0 repositories listed
• Versatile Dueling Bandits: Best-of-both-World Analyses for Online Learning from Preferences
  14 Feb 2022 0 repositories listed
• Shuffle Private Linear Contextual Bandits
  11 Feb 2022 0 repositories listed
• Remote Contextual Bandits
  10 Feb 2022 0 repositories listed
• Settling the Communication Complexity for Distributed Offline Reinforcement Learning
  10 Feb 2022 0 repositories listed
• Smoothed Online Learning is as Easy as Statistical Learning
  9 Feb 2022 0 repositories listed
• Budgeted Combinatorial Multi-Armed Bandits
  8 Feb 2022 0 repositories listed
• Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits
  3 Feb 2022 0 repositories listed
• Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health
  2 Feb 2022 0 repositories listed
• Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts
  2 Feb 2022 0 repositories listed
• Multi-armed Bandits for Link Configuration in Millimeter-wave Networks
  2 Feb 2022 0 repositories listed
• Context Uncertainty in Contextual Bandits with Applications to Recommender Systems
  1 Feb 2022 0 repositories listed
• Neural Collaborative Filtering Bandits via Meta Learning
  31 Jan 2022 0 repositories listed
• Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms
  30 Jan 2022 0 repositories listed
• Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits
  28 Jan 2022 0 repositories listed
• Networked Restless Multi-Armed Bandits for Mobile Interventions
  28 Jan 2022 0 repositories listed
• Top-K Ranking Deep Contextual Bandits for Information Selection Systems
  28 Jan 2022 0 repositories listed
• Learning Neural Contextual Bandits Through Perturbed Rewards
  24 Jan 2022 0 repositories listed
• Occupancy Information Ratio: Infinite-Horizon, Information-Directed, Parameterized Policy Search
  21 Jan 2022 0 repositories listed
• Semantic Parsing for Planning Goals as Constrained Combinatorial Contextual Bandits
  16 Jan 2022 0 repositories listed
• Contextual Bandits for Advertising Campaigns: A Diffusion-Model Independent Approach (Extended Version)
  13 Jan 2022 0 repositories listed
• Modelling Cournot Games as Multi-agent Multi-armed Bandits
  1 Jan 2022 0 repositories listed
• Safe Linear Leveling Bandits
  13 Dec 2021 0 repositories listed
• Stochastic differential equations for limiting description of UCB rule for Gaussian multi-armed bandits
  13 Dec 2021 0 repositories listed
• Privacy Amplification via Shuffling for Linear Contextual Bandits
  11 Dec 2021 0 repositories listed
• Efficient Action Poisoning Attacks on Linear Contextual Bandits
  10 Dec 2021 0 repositories listed
• Best Arm Identification under Additive Transfer Bandits
  8 Dec 2021 0 repositories listed
• Contextual Bandit Applications in Customer Support Bot
  6 Dec 2021 0 repositories listed
• On Submodular Contextual Bandits
  3 Dec 2021 0 repositories listed
• Asymptotically Best Causal Effect Identification with Multi-Armed Bandits
  1 Dec 2021 0 repositories listed
• Bandits with Knapsacks beyond the Worst Case
  1 Dec 2021 0 repositories listed
• Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization
  1 Dec 2021 0 repositories listed
• Optimal Algorithms for Stochastic Contextual Preference Bandits
  1 Dec 2021 0 repositories listed
• Online Fair Revenue Maximizing Cake Division with Non-Contiguous Pieces in Adversarial Bandits
  29 Nov 2021 0 repositories listed
• Decentralized Upper Confidence Bound Algorithms for Homogeneous Multi-Agent Multi-Armed Bandits
  22 Nov 2021 0 repositories listed
• Offline Contextual Bandits for Wireless Network Optimization
  11 Nov 2021 0 repositories listed
• An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed Bandit
  8 Nov 2021 0 repositories listed
• Universal and data-adaptive algorithms for model selection in linear contextual bandits
  8 Nov 2021 0 repositories listed
• Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits
  2 Nov 2021 0 repositories listed
• Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits
  1 Nov 2021 0 repositories listed
• Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure
  1 Nov 2021 0 repositories listed
• Federated Linear Contextual Bandits
  27 Oct 2021 0 repositories listed
• Linear Contextual Bandits with Adversarial Corruptions
  25 Oct 2021 0 repositories listed
• The Pareto Frontier of model selection for general Contextual Bandits
  25 Oct 2021 0 repositories listed
• Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits
  23 Oct 2021 0 repositories listed
• Dynamic pricing and assortment under a contextual MNL demand
  19 Oct 2021 0 repositories listed
• Stateful Offline Contextual Policy Evaluation and Learning
  19 Oct 2021 0 repositories listed
• Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
  16 Oct 2021 0 repositories listed
• Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
  15 Oct 2021 0 repositories listed
• Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits
  13 Oct 2021 0 repositories listed
• Query-Reward Tradeoffs in Multi-Armed Bandits
  12 Oct 2021 0 repositories listed
• Deep Upper Confidence Bound Algorithm for Contextual Bandit Ranking of Information Selection
  8 Oct 2021 0 repositories listed
• A Model Selection Approach for Corruption Robust Reinforcement Learning
  7 Oct 2021 0 repositories listed
• Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement Learning
  2 Oct 2021 0 repositories listed
• Asymptotic Performance of Thompson Sampling in the Batched Multi-Armed Bandits
  1 Oct 2021 0 repositories listed
• Batched Thompson Sampling
  1 Oct 2021 0 repositories listed
• Adapting Bandit Algorithms for Settings with Sequentially Available Arms
  30 Sep 2021 0 repositories listed
• Batched Bandits with Crowd Externalities
  29 Sep 2021 0 repositories listed
• Causal Contextual Bandits with Targeted Interventions
  29 Sep 2021 0 repositories listed
• Expected Improvement-based Contextual Bandits
  29 Sep 2021 0 repositories listed
• Regularized-OFU: an efficient algorithm for general contextual bandit with optimization oracles
  29 Sep 2021 0 repositories listed
• Risk averse non-stationary multi-armed bandits
  28 Sep 2021 0 repositories listed
• Robust Generalization of Quadratic Neural Networks via Function Identification
  22 Sep 2021 0 repositories listed
• Generalized Translation and Scale Invariant Online Algorithm for Adversarial Multi-Armed Bandits
  19 Sep 2021 0 repositories listed
• Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
  16 Sep 2021 0 repositories listed
• Exploiting Heterogeneity in Robust Federated Best-Arm Identification
  13 Sep 2021 0 repositories listed
• Improved Algorithms for Misspecified Linear Markov Decision Processes
  12 Sep 2021 0 repositories listed
• Best-Arm Identification in Correlated Multi-Armed Bandits
  10 Sep 2021 0 repositories listed
• Online Learning for Cooperative Multi-Player Multi-Armed Bandits
  7 Sep 2021 0 repositories listed
• Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations
  31 Aug 2021 0 repositories listed
• No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees
  23 Aug 2021 0 repositories listed
• Batched Thompson Sampling for Multi-Armed Bandits
  15 Aug 2021 0 repositories listed
• Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
  13 Aug 2021 0 repositories listed
• Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function
  4 Aug 2021 0 repositories listed
• Indexability and Rollout Policy for Multi-State Partially Observable Restless Bandits
  30 Jul 2021 0 repositories listed
• Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support
  24 Jul 2021 0 repositories listed