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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 11 of 13: papers 1,001 to 1,100 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.

• Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
  1 Jan 2020 0 repositories listed
• Exploration Through Bias: Revisiting Biased Maximum Likelihood Estimation in Stochastic Multi-Armed Bandits
  1 Jan 2020 0 repositories listed
• Gradient-free Online Learning in Continuous Games with Delayed Rewards
  1 Jan 2020 0 repositories listed
• Fair Contextual Multi-Armed Bandits: Theory and Experiments
  13 Dec 2019 0 repositories listed
• Sublinear Optimal Policy Value Estimation in Contextual Bandits
  12 Dec 2019 0 repositories listed
• Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits
  1 Dec 2019 0 repositories listed
• Learning in Generalized Linear Contextual Bandits with Stochastic Delays
  1 Dec 2019 0 repositories listed
• Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric
  1 Dec 2019 0 repositories listed
• Surrogate Objectives for Batch Policy Optimization in One-step Decision Making
  1 Dec 2019 0 repositories listed
• Contextual Combinatorial Conservative Bandits
  26 Nov 2019 0 repositories listed
• Automatic Ensemble Learning for Online Influence Maximization
  25 Nov 2019 0 repositories listed
• Corruption-robust exploration in episodic reinforcement learning
  20 Nov 2019 0 repositories listed
• Contextual Bandits Evolving Over Finite Time
  14 Nov 2019 0 repositories listed
• Unreliable Multi-Armed Bandits: A Novel Approach to Recommendation Systems
  14 Nov 2019 0 repositories listed
• Triply Robust Off-Policy Evaluation
  13 Nov 2019 0 repositories listed
• Incentivized Exploration for Multi-Armed Bandits under Reward Drift
  12 Nov 2019 0 repositories listed
• Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs
  3 Nov 2019 0 repositories listed
• Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System
  28 Oct 2019 0 repositories listed
• BanditRank: Learning to Rank Using Contextual Bandits
  23 Oct 2019 0 repositories listed
• Decentralized Heterogeneous Multi-Player Multi-Armed Bandits with Non-Zero Rewards on Collisions
  21 Oct 2019 0 repositories listed
• Multi-User MABs with User Dependent Rewards for Uncoordinated Spectrum Access
  21 Oct 2019 0 repositories listed
• Adaptive Exploration in Linear Contextual Bandit
  15 Oct 2019 0 repositories listed
• An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays
  14 Oct 2019 0 repositories listed
• Regret Bounds for Batched Bandits
  11 Oct 2019 0 repositories listed
• Privacy-Preserving Multi-Party Contextual Bandits
  11 Oct 2019 0 repositories listed
• Social Learning in Multi Agent Multi Armed Bandits
  4 Oct 2019 0 repositories listed
• Decision Automation for Electric Power Network Recovery
  1 Oct 2019 0 repositories listed
• An Optimal Algorithm for Multiplayer Multi-Armed Bandits
  28 Sep 2019 0 repositories listed
• Learning Effective Exploration Strategies For Contextual Bandits
  25 Sep 2019 0 repositories listed
• NeuralUCB: Contextual Bandits with Neural Network-Based Exploration
  25 Sep 2019 0 repositories listed
• AutoML for Contextual Bandits
  7 Sep 2019 0 repositories listed
• A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits
  27 Aug 2019 0 repositories listed
• Nonparametric Contextual Bandits in an Unknown Metric Space
  3 Aug 2019 0 repositories listed
• Parameterized Exploration
  13 Jul 2019 0 repositories listed
• Productization Challenges of Contextual Multi-Armed Bandits
  10 Jul 2019 0 repositories listed
• Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits
  7 Jul 2019 0 repositories listed
• Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits
  2 Jul 2019 0 repositories listed
• Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates
  30 Jun 2019 0 repositories listed
• Learning in Restless Multi-Armed Bandits via Adaptive Arm Sequencing Rules
  19 Jun 2019 0 repositories listed
• Online Allocation and Pricing: Constant Regret via Bellman Inequalities
  14 Jun 2019 0 repositories listed
• Bootstrapping Upper Confidence Bound
  12 Jun 2019 0 repositories listed
• Competing Bandits in Matching Markets
  12 Jun 2019 0 repositories listed
• Beam Learning -- Using Machine Learning for Finding Beam Directions
  11 Jun 2019 0 repositories listed
• Stochastic Neural Network with Kronecker Flow
  10 Jun 2019 0 repositories listed
• Distribution-dependent and Time-uniform Bounds for Piecewise i.i.d Bandits
  30 May 2019 0 repositories listed
• Equipping Experts/Bandits with Long-term Memory
  30 May 2019 0 repositories listed
• Multi-Objective Generalized Linear Bandits
  30 May 2019 0 repositories listed
• Rarely-switching linear bandits: optimization of causal effects for the real world
  30 May 2019 0 repositories listed
• Differential Privacy for Multi-armed Bandits: What Is It and What Is Its Cost?
  29 May 2019 0 repositories listed
• Top-k Combinatorial Bandits with Full-Bandit Feedback
  28 May 2019 0 repositories listed
• Achieving Fairness in Stochastic Multi-armed Bandit Problem
  27 May 2019 0 repositories listed
• Are sample means in multi-armed bandits positively or negatively biased?
  27 May 2019 0 repositories listed
• OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits
  24 May 2019 0 repositories listed
• Data Poisoning Attacks on Stochastic Bandits
  16 May 2019 0 repositories listed
• Lessons from Contextual Bandit Learning in a Customer Support Bot
  6 May 2019 0 repositories listed
• Tight Regret Bounds for Infinite-armed Linear Contextual Bandits
  4 May 2019 0 repositories listed
• Meta-learners' learning dynamics are unlike learners'
  3 May 2019 0 repositories listed
• Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without
  28 Apr 2019 0 repositories listed
• Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems
  18 Apr 2019 0 repositories listed
• Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication
  12 Apr 2019 0 repositories listed
• Collaborative Learning with Limited Interaction: Tight Bounds for Distributed Exploration in Multi-Armed Bandits
  5 Apr 2019 0 repositories listed
• A Survey on Practical Applications of Multi-Armed and Contextual Bandits
  2 Apr 2019 0 repositories listed
• Nearly Minimax-Optimal Regret for Linearly Parameterized Bandits
  30 Mar 2019 0 repositories listed
• Meta-Learning surrogate models for sequential decision making
  28 Mar 2019 0 repositories listed
• Contextual Bandits with Random Projection
  20 Mar 2019 0 repositories listed
• Perturbed-History Exploration in Stochastic Multi-Armed Bandits
  26 Feb 2019 0 repositories listed
• Better Algorithms for Stochastic Bandits with Adversarial Corruptions
  22 Feb 2019 0 repositories listed
• AdaLinUCB: Opportunistic Learning for Contextual Bandits
  20 Feb 2019 0 repositories listed
• Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting
  5 Feb 2019 0 repositories listed
• A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free
  3 Feb 2019 0 repositories listed
• Randomized Allocation with Nonparametric Estimation for Contextual Multi-Armed Bandits with Delayed Rewards
  3 Feb 2019 0 repositories listed
• On the bias, risk and consistency of sample means in multi-armed bandits
  2 Feb 2019 0 repositories listed
• Target Tracking for Contextual Bandits: Application to Demand Side Management
  28 Jan 2019 0 repositories listed
• Almost Boltzmann Exploration
  25 Jan 2019 0 repositories listed
• Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching
  24 Jan 2019 0 repositories listed
• PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits
  24 Jan 2019 0 repositories listed
• Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory
  24 Jan 2019 0 repositories listed
• Parallel Contextual Bandits in Wireless Handover Optimization
  21 Jan 2019 0 repositories listed
• Imitation-Regularized Offline Learning
  15 Jan 2019 0 repositories listed
• Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions
  4 Jan 2019 0 repositories listed
• Multi-player Multi-armed Bandits for Stable Allocation in Heterogeneous Ad-Hoc Networks
  24 Dec 2018 0 repositories listed
• Human-AI Learning Performance in Multi-Armed Bandits
  21 Dec 2018 0 repositories listed
• Generalizable Meta-Heuristic based on Temporal Estimation of Rewards for Large Scale Blackbox Optimization
  17 Dec 2018 0 repositories listed
• Balanced Linear Contextual Bandits
  15 Dec 2018 0 repositories listed
• ADARES: Adaptive Resource Management for Virtual Machines
  5 Dec 2018 0 repositories listed
• A Bandit Approach to Sequential Experimental Design with False Discovery Control
  1 Dec 2018 0 repositories listed
• Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward
  1 Dec 2018 0 repositories listed
• Why so gloomy? A Bayesian explanation of human pessimism bias in the multi-armed bandit task
  1 Dec 2018 0 repositories listed
• Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback
  29 Nov 2018 0 repositories listed
• Adversarial Bandits with Knapsacks
  28 Nov 2018 0 repositories listed
• Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration
  27 Nov 2018 0 repositories listed
• Rotting bandits are not harder than stochastic ones
  27 Nov 2018 0 repositories listed
• Bandits with Temporal Stochastic Constraints
  22 Nov 2018 0 repositories listed
• Best Arm Identification in Linked Bandits
  19 Nov 2018 0 repositories listed
• Decentralized Exploration in Multi-Armed Bandits -- Extended version
  19 Nov 2018 0 repositories listed
• Sample complexity of partition identification using multi-armed bandits
  14 Nov 2018 0 repositories listed
• Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits
  13 Nov 2018 0 repositories listed
• Multi-armed Bandits with Compensation
  5 Nov 2018 0 repositories listed
• Online learning with feedback graphs and switching costs
  23 Oct 2018 0 repositories listed
• Simple Regret Minimization for Contextual Bandits
  17 Oct 2018 0 repositories listed