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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 13 of 13: papers 1,201 to 1,262 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.

• Personalized Course Sequence Recommendations
  30 Dec 2015 0 repositories listed
• On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs
  1 Dec 2015 0 repositories listed
• Algorithms for Differentially Private Multi-Armed Bandits
  27 Nov 2015 0 repositories listed
• Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits
  18 Nov 2015 0 repositories listed
• Context-Aware Bandits
  12 Oct 2015 0 repositories listed
• Multi-armed Bandits with Application to 5G Small Cells
  2 Oct 2015 0 repositories listed
• Sequential Design for Ranking Response Surfaces
  3 Sep 2015 0 repositories listed
• Episodic Multi-armed Bandits
  4 Aug 2015 0 repositories listed
• Linear Contextual Bandits with Knapsacks
  24 Jul 2015 0 repositories listed
• Selecting the best system and multi-armed bandits
  16 Jul 2015 0 repositories listed
• Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits
  16 Jul 2015 0 repositories listed
• Scalable Discrete Sampling as a Multi-Armed Bandit Problem
  30 Jun 2015 0 repositories listed
• An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives
  10 Jun 2015 0 repositories listed
• On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits
  4 May 2015 0 repositories listed
• Thompson Sampling for Budgeted Multi-armed Bandits
  1 May 2015 0 repositories listed
• Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits
  27 Apr 2015 0 repositories listed
• Regret vs. Communication: Distributed Stochastic Multi-Armed Bandits and Beyond
  14 Apr 2015 0 repositories listed
• Global Bandits
  29 Mar 2015 0 repositories listed
• Networked Stochastic Multi-Armed Bandits with Combinatorial Strategies
  20 Mar 2015 0 repositories listed
• Learning to Search Better Than Your Teacher
  8 Feb 2015 0 repositories listed
• Combinatorial Pure Exploration of Multi-Armed Bandits
  1 Dec 2014 0 repositories listed
• Learning Multiple Tasks in Parallel with a Shared Annotator
  1 Dec 2014 0 repositories listed
• Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback
  30 Sep 2014 0 repositories listed
• On Minimax Optimal Offline Policy Evaluation
  12 Sep 2014 0 repositories listed
• Bandits Warm-up Cold Recommender Systems
  10 Jul 2014 0 repositories listed
• Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
  20 May 2014 0 repositories listed
• Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms
  19 May 2014 0 repositories listed
• Reducing Dueling Bandits to Cardinal Bandits
  14 May 2014 0 repositories listed
• Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems
  12 May 2014 0 repositories listed
• Generalized Risk-Aversion in Stochastic Multi-Armed Bandits
  5 May 2014 0 repositories listed
• Resourceful Contextual Bandits
  27 Feb 2014 0 repositories listed
• Algorithms for multi-armed bandit problems
  25 Feb 2014 0 repositories listed
• Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits
  6 Jan 2014 0 repositories listed
• lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits
  27 Dec 2013 0 repositories listed
• Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation
  14 Nov 2013 0 repositories listed
• Distributed Exploration in Multi-Armed Bandits
  4 Nov 2013 0 repositories listed
• Generalized Thompson Sampling for Contextual Bandits
  27 Oct 2013 0 repositories listed
• Multi-Armed Bandits for Intelligent Tutoring Systems
  11 Oct 2013 0 repositories listed
• Sequential Monte Carlo Bandits
  4 Oct 2013 0 repositories listed
• Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens
  26 Sep 2013 0 repositories listed
• Finite-Time Analysis of Kernelised Contextual Bandits
  26 Sep 2013 0 repositories listed
• Distributed Online Learning via Cooperative Contextual Bandits
  21 Aug 2013 0 repositories listed
• Modeling Human Decision-making in Generalized Gaussian Multi-armed Bandits
  23 Jul 2013 0 repositories listed
• Towards Distribution-Free Multi-Armed Bandits with Combinatorial Strategies
  20 Jul 2013 0 repositories listed
• From Bandits to Experts: A Tale of Domination and Independence
  17 Jul 2013 0 repositories listed
• On Finding the Largest Mean Among Many
  17 Jun 2013 0 repositories listed
• Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling
  11 Jun 2013 0 repositories listed
• A Gang of Bandits
  4 Jun 2013 0 repositories listed
• Dynamic Ad Allocation: Bandits with Budgets
  1 Jun 2013 0 repositories listed
• Exponentiated Gradient LINUCB for Contextual Multi-Armed Bandits
  10 May 2013 0 repositories listed
• Hierarchical Optimistic Region Selection driven by Curiosity
  1 Dec 2012 0 repositories listed
• Risk-Aversion in Multi-armed Bandits
  1 Dec 2012 0 repositories listed
• An Empirical Evaluation of Thompson Sampling
  1 Dec 2011 0 repositories listed
• From Bandits to Experts: On the Value of Side-Observations
  1 Dec 2011 0 repositories listed
• Multi-armed bandits on implicit metric spaces
  1 Dec 2011 0 repositories listed
• PAC-Bayesian Analysis of Contextual Bandits
  1 Dec 2011 0 repositories listed
• Dynamic Pricing with Limited Supply
  20 Aug 2011 0 repositories listed
• Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
  22 Nov 2010 0 repositories listed
• Contextual Bandits with Similarity Information
  23 Jul 2009 0 repositories listed
• Mortal Multi-Armed Bandits
  1 Dec 2008 0 repositories listed
• Learning diverse rankings with multi-armed bandits
  5 Jul 2008 0 repositories listed
• The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information
  1 Dec 2007 0 repositories listed