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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 9 of 13: papers 801 to 900 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.

• From Predictions to Decisions: The Importance of Joint Predictive Distributions
  20 Jul 2021 0 repositories listed
• An Analysis of Reinforcement Learning for Malaria Control
  19 Jul 2021 0 repositories listed
• GuideBoot: Guided Bootstrap for Deep Contextual Bandits
  18 Jul 2021 0 repositories listed
• Adapting to Misspecification in Contextual Bandits
  12 Jul 2021 0 repositories listed
• Model Selection for Generic Contextual Bandits
  7 Jul 2021 0 repositories listed
• Dueling Bandits with Adversarial Sleeping
  5 Jul 2021 0 repositories listed
• Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination
  5 Jul 2021 0 repositories listed
• Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning
  4 Jul 2021 0 repositories listed
• Bayesian decision-making under misspecified priors with applications to meta-learning
  3 Jul 2021 0 repositories listed
• Regularized OFU: an Efficient UCB Estimator forNon-linear Contextual Bandit
  29 Jun 2021 0 repositories listed
• Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits
  25 Jun 2021 0 repositories listed
• Multi-player Multi-armed Bandits with Collision-Dependent Reward Distributions
  25 Jun 2021 0 repositories listed
• Random Effect Bandits
  23 Jun 2021 0 repositories listed
• A Reduction-Based Framework for Conservative Bandits and Reinforcement Learning
  22 Jun 2021 0 repositories listed
• BanditMF: Multi-Armed Bandit Based Matrix Factorization Recommender System
  21 Jun 2021 0 repositories listed
• Smooth Sequential Optimisation with Delayed Feedback
  21 Jun 2021 0 repositories listed
• Banker Online Mirror Descent
  16 Jun 2021 0 repositories listed
• Guaranteed Fixed-Confidence Best Arm Identification in Multi-Armed Bandits: Simple Sequential Elimination Algorithms
  12 Jun 2021 0 repositories listed
• Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective
  11 Jun 2021 0 repositories listed
• A Central Limit Theorem, Loss Aversion and Multi-Armed Bandits
  10 Jun 2021 0 repositories listed
• Fixed-Budget Best-Arm Identification in Structured Bandits
  9 Jun 2021 0 repositories listed
• Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions
  8 Jun 2021 0 repositories listed
• Scale Free Adversarial Multi Armed Bandits
  8 Jun 2021 0 repositories listed
• On Learning to Rank Long Sequences with Contextual Bandits
  7 Jun 2021 0 repositories listed
• Differentially Private Multi-Armed Bandits in the Shuffle Model
  5 Jun 2021 0 repositories listed
• Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
  5 Jun 2021 0 repositories listed
• Fair Exploration via Axiomatic Bargaining
  4 Jun 2021 0 repositories listed
• Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits
  4 Jun 2021 0 repositories listed
• Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions
  4 Jun 2021 0 repositories listed
• Parallelizing Contextual Bandits
  21 May 2021 0 repositories listed
• Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits
  21 May 2021 0 repositories listed
• Diffusion Approximations for Thompson Sampling
  19 May 2021 0 repositories listed
• Stochastic Multi-Armed Bandits with Control Variates
  9 May 2021 0 repositories listed
• Contextual Bandits with Sparse Data in Web setting
  6 May 2021 0 repositories listed
• Optimal Algorithms for Range Searching over Multi-Armed Bandits
  4 May 2021 0 repositories listed
• Online certification of preference-based fairness for personalized recommender systems
  29 Apr 2021 0 repositories listed
• Statistical Inference with M-Estimators on Adaptively Collected Data
  29 Apr 2021 0 repositories listed
• Off-Policy Risk Assessment in Contextual Bandits
  18 Apr 2021 0 repositories listed
• An Efficient Algorithm for Deep Stochastic Contextual Bandits
  12 Apr 2021 0 repositories listed
• Censored Semi-Bandits for Resource Allocation
  12 Apr 2021 0 repositories listed
• Leveraging Good Representations in Linear Contextual Bandits
  8 Apr 2021 0 repositories listed
• Multinomial Logit Contextual Bandits: Provable Optimality and Practicality
  25 Mar 2021 0 repositories listed
• Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information
  24 Mar 2021 0 repositories listed
• Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
  22 Mar 2021 0 repositories listed
• Deep Contextual Bandits for Fast Neighbor-Aided Initial Access in mmWave Cell-Free Networks
  17 Mar 2021 0 repositories listed
• Encrypted Linear Contextual Bandit
  17 Mar 2021 0 repositories listed
• Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems
  8 Mar 2021 0 repositories listed
• Nearest Neighbor Search Under Uncertainty
  8 Mar 2021 0 repositories listed
• Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes
  7 Mar 2021 0 repositories listed
• Fairness of Exposure in Stochastic Bandits
  3 Mar 2021 0 repositories listed
• Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles
  26 Feb 2021 0 repositories listed
• Local Clustering in Contextual Multi-Armed Bandits
  26 Feb 2021 0 repositories listed
• Online Multi-Armed Bandits with Adaptive Inference
  25 Feb 2021 0 repositories listed
• Meta-Thompson Sampling
  11 Feb 2021 0 repositories listed
• Multi-Agent Multi-Armed Bandits with Limited Communication
  10 Feb 2021 0 repositories listed
• Non-stationary Reinforcement Learning without Prior Knowledge: An Optimal Black-box Approach
  10 Feb 2021 0 repositories listed
• Player Modeling via Multi-Armed Bandits
  10 Feb 2021 0 repositories listed
• Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits
  10 Feb 2021 0 repositories listed
• Fine-Grained Gap-Dependent Bounds for Tabular MDPs via Adaptive Multi-Step Bootstrap
  9 Feb 2021 0 repositories listed
• Bandits for Learning to Explain from Explanations
  7 Feb 2021 0 repositories listed
• Confidence-Budget Matching for Sequential Budgeted Learning
  5 Feb 2021 0 repositories listed
• Transfer Learning in Bandits with Latent Continuity
  4 Feb 2021 0 repositories listed
• Recurrent Submodular Welfare and Matroid Blocking Bandits
  30 Jan 2021 0 repositories listed
• Online and Scalable Model Selection with Multi-Armed Bandits
  25 Jan 2021 0 repositories listed
• Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity
  25 Jan 2021 0 repositories listed
• Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback
  21 Jan 2021 0 repositories listed
• Minimax Off-Policy Evaluation for Multi-Armed Bandits
  19 Jan 2021 0 repositories listed
• Resource Allocation in NOMA-based Self-Organizing Networks using Stochastic Multi-Armed Bandits
  16 Jan 2021 0 repositories listed
• Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information
  12 Jan 2021 0 repositories listed
• Be Greedy in Multi-Armed Bandits
  4 Jan 2021 0 repositories listed
• Online Learning under Adversarial Corruptions
  1 Jan 2021 0 repositories listed
• Online Limited Memory Neural-Linear Bandits
  1 Jan 2021 0 repositories listed
• Combinatorial Pure Exploration with Full-bandit Feedback and Beyond: Solving Combinatorial Optimization under Uncertainty with Limited Observation
  31 Dec 2020 0 repositories listed
• Learning to Optimize Energy Efficiency in Energy Harvesting Wireless Sensor Networks
  30 Dec 2020 0 repositories listed
• Lifelong Learning in Multi-Armed Bandits
  28 Dec 2020 0 repositories listed
• A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints
  24 Dec 2020 0 repositories listed
• Expanding on Repeated Consumer Search Using Multi-Armed Bandits and Secretaries
  22 Dec 2020 0 repositories listed
• A One-Size-Fits-All Solution to Conservative Bandit Problems
  14 Dec 2020 0 repositories listed
• Adversarial Linear Contextual Bandits with Graph-Structured Side Observations
  10 Dec 2020 0 repositories listed
• Streaming Algorithms for Stochastic Multi-armed Bandits
  9 Dec 2020 0 repositories listed
• Efficient Automatic CASH via Rising Bandits
  8 Dec 2020 0 repositories listed
• Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits
  6 Dec 2020 0 repositories listed
• Distributed Thompson Sampling
  3 Dec 2020 0 repositories listed
• Neural Contextual Bandits with Deep Representation and Shallow Exploration
  3 Dec 2020 0 repositories listed
• Batched Coarse Ranking in Multi-Armed Bandits
  1 Dec 2020 0 repositories listed
• Finding All ϵ-Good Arms in Stochastic Bandits
  1 Dec 2020 0 repositories listed
• A Tractable Online Learning Algorithm for the Multinomial Logit Contextual Bandit
  28 Nov 2020 0 repositories listed
• Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
  23 Nov 2020 0 repositories listed
• Fully Gap-Dependent Bounds for Multinomial Logit Bandit
  19 Nov 2020 0 repositories listed
• Reward Biased Maximum Likelihood Estimation for Reinforcement Learning
  16 Nov 2020 0 repositories listed
• Active Reinforcement Learning: Observing Rewards at a Cost
  13 Nov 2020 0 repositories listed
• Improving Offline Contextual Bandits with Distributional Robustness
  13 Nov 2020 0 repositories listed
• Metric-Free Individual Fairness with Cooperative Contextual Bandits
  13 Nov 2020 0 repositories listed
• Asymptotic Convergence of Thompson Sampling
  8 Nov 2020 0 repositories listed
• Towards Fundamental Limits of Multi-armed Bandits with Random Walk Feedback
  3 Nov 2020 0 repositories listed
• Multi-Armed Bandits with Censored Consumption of Resources
  2 Nov 2020 0 repositories listed
• On No-Sensing Adversarial Multi-player Multi-armed Bandits with Collision Communications
  2 Nov 2020 0 repositories listed
• Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism
  31 Oct 2020 0 repositories listed
• Learning to Actively Learn: A Robust Approach
  29 Oct 2020 0 repositories listed
• Tractable contextual bandits beyond realizability
  25 Oct 2020 0 repositories listed