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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 10 of 13: papers 901 to 1,000 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.

• Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards
  24 Oct 2020 0 repositories listed
• Online Algorithm for Unsupervised Sequential Selection with Contextual Information
  23 Oct 2020 0 repositories listed
• Online Semi-Supervised Learning with Bandit Feedback
  23 Oct 2020 0 repositories listed
• Achieving User-Side Fairness in Contextual Bandits
  22 Oct 2020 0 repositories listed
• DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
  19 Oct 2020 0 repositories listed
• Stochastic Bandits with Vector Losses: Minimizing ℓ^∞-Norm of Relative Losses
  15 Oct 2020 0 repositories listed
• Asymptotic Randomised Control with applications to bandits
  14 Oct 2020 0 repositories listed
• Multi-Armed Bandits with Dependent Arms
  13 Oct 2020 0 repositories listed
• Adapting to Delays and Data in Adversarial Multi-Armed Bandits
  12 Oct 2020 0 repositories listed
• Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination
  8 Oct 2020 0 repositories listed
• Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective
  7 Oct 2020 0 repositories listed
• CorrAttack: Black-box Adversarial Attack with Structured Search
  3 Oct 2020 0 repositories listed
• Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon
  28 Sep 2020 0 repositories listed
• Contextual Bandits for adapting to changing User preferences over time
  21 Sep 2020 0 repositories listed
• Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms
  20 Sep 2020 0 repositories listed
• Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback
  16 Sep 2020 0 repositories listed
• Thompson Sampling for Unsupervised Sequential Selection
  16 Sep 2020 0 repositories listed
• Deep Contextual Bandits for Fast Initial Access in mmWave Based User-Centric Ultra-Dense Networks
  15 Sep 2020 0 repositories listed
• Unifying Clustered and Non-stationary Bandits
  5 Sep 2020 0 repositories listed
• Statistically Robust, Risk-Averse Best Arm Identification in Multi-Armed Bandits
  28 Aug 2020 0 repositories listed
• Dynamic Batch Learning in High-Dimensional Sparse Linear Contextual Bandits
  27 Aug 2020 0 repositories listed
• A Sleeping, Recovering Bandit Algorithm for Optimizing Recurring Notifications
  23 Aug 2020 0 repositories listed
• Contextual Bandits for Advertising Budget Allocation
  22 Aug 2020 0 repositories listed
• Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation
  21 Aug 2020 0 repositories listed
• Kernel Methods for Cooperative Multi-Agent Contextual Bandits
  14 Aug 2020 0 repositories listed
• Lenient Regret for Multi-Armed Bandits
  10 Aug 2020 0 repositories listed
• A framework for optimizing COVID-19 testing policy using a Multi Armed Bandit approach
  28 Jul 2020 0 repositories listed
• Greedy Bandits with Sampled Context
  27 Jul 2020 0 repositories listed
• Multi-Armed Bandits for Minesweeper: Profiting from Exploration-Exploitation Synergy
  25 Jul 2020 0 repositories listed
• Competing Bandits: The Perils of Exploration Under Competition
  20 Jul 2020 0 repositories listed
• Minimax Policy for Heavy-tailed Bandits
  20 Jul 2020 0 repositories listed
• Self-Tuning Bandits over Unknown Covariate-Shifts
  16 Jul 2020 0 repositories listed
• Upper Counterfactual Confidence Bounds: a New Optimism Principle for Contextual Bandits
  15 Jul 2020 0 repositories listed
• Fair Algorithms for Multi-Agent Multi-Armed Bandits
  13 Jul 2020 0 repositories listed
• Robust Multi-Agent Multi-Armed Bandits
  7 Jul 2020 0 repositories listed
• Multi-Armed Bandits with Local Differential Privacy
  6 Jul 2020 0 repositories listed
• Linear Bandits with Limited Adaptivity and Learning Distributional Optimal Design
  4 Jul 2020 0 repositories listed
• Continuous-Time Multi-Armed Bandits with Controlled Restarts
  30 Jun 2020 0 repositories listed
• Online learning with Corrupted context: Corrupted Contextual Bandits
  26 Jun 2020 0 repositories listed
• Approximating a Target Distribution using Weight Queries
  24 Jun 2020 0 repositories listed
• Adaptive Discretization against an Adversary: Lipschitz bandits, Dynamic Pricing, and Auction Tuning
  22 Jun 2020 0 repositories listed
• Towards Tractable Optimism in Model-Based Reinforcement Learning
  21 Jun 2020 0 repositories listed
• Open Problem: Model Selection for Contextual Bandits
  19 Jun 2020 0 repositories listed
• Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect
  18 Jun 2020 0 repositories listed
• Stochastic Bandits with Linear Constraints
  17 Jun 2020 0 repositories listed
• Stochastic Network Utility Maximization with Unknown Utilities: Multi-Armed Bandits Approach
  17 Jun 2020 0 repositories listed
• Non-Stationary Off-Policy Optimization
  15 Jun 2020 0 repositories listed
• Explicit Best Arm Identification in Linear Bandits Using No-Regret Learners
  13 Jun 2020 0 repositories listed
• Bandits with Partially Observable Confounded Data
  11 Jun 2020 0 repositories listed
• Quantile Multi-Armed Bandits: Optimal Best-Arm Identification and a Differentially Private Scheme
  11 Jun 2020 0 repositories listed
• TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation
  11 Jun 2020 0 repositories listed
• Distributionally Robust Batch Contextual Bandits
  10 Jun 2020 0 repositories listed
• Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition
  10 Jun 2020 0 repositories listed
• Meta-Learning Bandit Policies by Gradient Ascent
  9 Jun 2020 0 repositories listed
• Contextual Bandits with Side-Observations
  6 Jun 2020 0 repositories listed
• Concurrent Decentralized Channel Allocation and Access Point Selection using Multi-Armed Bandits in multi BSS WLANs
  5 Jun 2020 0 repositories listed
• (Locally) Differentially Private Combinatorial Semi-Bandits
  1 Jun 2020 0 repositories listed
• To update or not to update? Delayed Nonparametric Bandits with Randomized Allocation
  26 May 2020 0 repositories listed
• Greedy Algorithm almost Dominates in Smoothed Contextual Bandits
  19 May 2020 0 repositories listed
• Neural Network Retraining for Model Serving
  29 Apr 2020 0 repositories listed
• Learning to Rank in the Position Based Model with Bandit Feedback
  27 Apr 2020 0 repositories listed
• Sequential Batch Learning in Finite-Action Linear Contextual Bandits
  14 Apr 2020 0 repositories listed
• Exploration with Limited Memory: Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits
  9 Apr 2020 0 repositories listed
• Hawkes Process Multi-armed Bandits for Disaster Search and Rescue
  3 Apr 2020 0 repositories listed
• Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability
  28 Mar 2020 0 repositories listed
• Optimal No-regret Learning in Repeated First-price Auctions
  22 Mar 2020 0 repositories listed
• Self-Supervised Contextual Bandits in Computer Vision
  18 Mar 2020 0 repositories listed
• Learning and Fairness in Energy Harvesting: A Maximin Multi-Armed Bandits Approach
  13 Mar 2020 0 repositories listed
• Delay-Adaptive Learning in Generalized Linear Contextual Bandits
  11 Mar 2020 0 repositories listed
• Convex Hull Monte-Carlo Tree Search
  9 Mar 2020 0 repositories listed
• Online Residential Demand Response via Contextual Multi-Armed Bandits
  7 Mar 2020 0 repositories listed
• A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option
  6 Mar 2020 0 repositories listed
• Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits
  5 Mar 2020 0 repositories listed
• Robustness Guarantees for Mode Estimation with an Application to Bandits
  5 Mar 2020 0 repositories listed
• Stochastic Linear Contextual Bandits with Diverse Contexts
  5 Mar 2020 0 repositories listed
• Taking a hint: How to leverage loss predictors in contextual bandits?
  4 Mar 2020 0 repositories listed
• Bounded Regret for Finitely Parameterized Multi-Armed Bandits
  3 Mar 2020 0 repositories listed
• Distributed Cooperative Decision Making in Multi-agent Multi-armed Bandits
  3 Mar 2020 0 repositories listed
• Model Selection in Contextual Stochastic Bandit Problems
  3 Mar 2020 0 repositories listed
• Decentralized Multi-player Multi-armed Bandits with No Collision Information
  29 Feb 2020 0 repositories listed
• Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions
  26 Feb 2020 0 repositories listed
• Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
  26 Feb 2020 0 repositories listed
• Bandit Learning with Delayed Impact of Actions
  24 Feb 2020 0 repositories listed
• Survey Bandits with Regret Guarantees
  23 Feb 2020 0 repositories listed
• Online Learning in Contextual Bandits using Gated Linear Networks
  21 Feb 2020 0 repositories listed
• On conditional versus marginal bias in multi-armed bandits
  19 Feb 2020 0 repositories listed
• Residual Bootstrap Exploration for Bandit Algorithms
  19 Feb 2020 0 repositories listed
• Coordination without communication: optimal regret in two players multi-armed bandits
  14 Feb 2020 0 repositories listed
• Tight Lower Bounds for Combinatorial Multi-Armed Bandits
  13 Feb 2020 0 repositories listed
• A General Theory of the Stochastic Linear Bandit and Its Applications
  12 Feb 2020 0 repositories listed
• Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
  12 Feb 2020 0 repositories listed
• Adversarial Attacks on Linear Contextual Bandits
  10 Feb 2020 0 repositories listed
• Inference for Batched Bandits
  8 Feb 2020 0 repositories listed
• Selfish Robustness and Equilibria in Multi-Player Bandits
  4 Feb 2020 0 repositories listed
• The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity
  3 Feb 2020 0 repositories listed
• A Closer Look at Small-loss Bounds for Bandits with Graph Feedback
  2 Feb 2020 0 repositories listed
• Bandits with Knapsacks beyond the Worst-Case
  1 Feb 2020 0 repositories listed
• Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits
  1 Feb 2020 0 repositories listed
• Ballooning Multi-Armed Bandits
  24 Jan 2020 0 repositories listed
• Incentivising Exploration and Recommendations for Contextual Bandits with Payments
  22 Jan 2020 0 repositories listed