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Thompson Sampling

Papers archive 2025-07-28

archive papers tagged: 655 · with a code link: 135 · where Syntology ran a sample: 30 (23 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (30 of 655 tagged: 23 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 7 of 7: papers 601 to 655 of 655, 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.

• Adaptive Rate of Convergence of Thompson Sampling for Gaussian Process Optimization
  18 May 2017 0 repositories listed
• Context Attentive Bandits: Contextual Bandit with Restricted Context
  10 May 2017 0 repositories listed
• Multi-dueling Bandits with Dependent Arms
  29 Apr 2017 0 repositories listed
• Time-Sensitive Bandit Learning and Satisficing Thompson Sampling
  28 Apr 2017 0 repositories listed
• Efficient Benchmarking of NLP APIs using Multi-armed Bandits
  1 Apr 2017 0 repositories listed
• Thompson Sampling for Linear-Quadratic Control Problems
  27 Mar 2017 0 repositories listed
• Horde of Bandits using Gaussian Markov Random Fields
  7 Mar 2017 0 repositories listed
• QoS-Aware Multi-Armed Bandits
  28 Feb 2017 0 repositories listed
• Thompson Sampling For Stochastic Bandits with Graph Feedback
  16 Jan 2017 0 repositories listed
• Estimating Quality in Multi-Objective Bandits Optimization
  4 Jan 2017 0 repositories listed
• Exploration for Multi-task Reinforcement Learning with Deep Generative Models
  29 Nov 2016 0 repositories listed
• Nonparametric General Reinforcement Learning
  28 Nov 2016 0 repositories listed
• Linear Thompson Sampling Revisited
  20 Nov 2016 0 repositories listed
• Unimodal Thompson Sampling for Graph-Structured Arms
  17 Nov 2016 0 repositories listed
• The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits
  14 Oct 2016 0 repositories listed
• A Formal Solution to the Grain of Truth Problem
  16 Sep 2016 0 repositories listed
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  17 Aug 2016 0 repositories listed
• Human collective intelligence as distributed Bayesian inference
  5 Aug 2016 0 repositories listed
• Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits
  30 Jun 2016 0 repositories listed
• Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models
  18 May 2016 0 repositories listed
• Linear Bandit algorithms using the Bootstrap
  4 May 2016 0 repositories listed
• An Unbiased Data Collection and Content Exploitation/Exploration Strategy for Personalization
  12 Apr 2016 0 repositories listed
• A sequential Monte Carlo approach to Thompson sampling for Bayesian optimization
  1 Apr 2016 0 repositories listed
• Optimal Recommendation to Users that React: Online Learning for a Class of POMDPs
  30 Mar 2016 0 repositories listed
• Thompson Sampling is Asymptotically Optimal in General Environments
  25 Feb 2016 0 repositories listed
• Convolutional Monte Carlo Rollouts in Go
  10 Dec 2015 0 repositories listed
• Efficient Thompson Sampling for Online Matrix-Factorization Recommendation
  1 Dec 2015 0 repositories listed
• Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits
  18 Nov 2015 0 repositories listed
• TSEB: More Efficient Thompson Sampling for Policy Learning
  10 Oct 2015 0 repositories listed
• Bootstrapped Thompson Sampling and Deep Exploration
  1 Jul 2015 0 repositories listed
• On the Prior Sensitivity of Thompson Sampling
  10 Jun 2015 0 repositories listed
• Belief Flows of Robust Online Learning
  26 May 2015 0 repositories listed
• Thompson Sampling for Budgeted Multi-armed Bandits
  1 May 2015 0 repositories listed
• Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems
  28 Apr 2015 0 repositories listed
• A Note on Information-Directed Sampling and Thompson Sampling
  24 Mar 2015 0 repositories listed
• Bandit Convex Optimization: sqrt{T} Regret in One Dimension
  23 Feb 2015 0 repositories listed
• Thompson sampling with the online bootstrap
  15 Oct 2014 0 repositories listed
• Freshness-Aware Thompson Sampling
  29 Sep 2014 0 repositories listed
• Towards Optimal Algorithms for Prediction with Expert Advice
  10 Sep 2014 0 repositories listed
• Thompson Sampling for Learning Parameterized Markov Decision Processes
  29 Jun 2014 0 repositories listed
• Efficient Learning in Large-Scale Combinatorial Semi-Bandits
  28 Jun 2014 0 repositories listed
• An Information-Theoretic Analysis of Thompson Sampling
  21 Mar 2014 0 repositories listed
• Better Optimism By Bayes: Adaptive Planning with Rich Models
  9 Feb 2014 0 repositories listed
• Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search
  1 Dec 2013 0 repositories listed
• Eluder Dimension and the Sample Complexity of Optimistic Exploration
  1 Dec 2013 0 repositories listed
• Thompson Sampling for Complex Bandit Problems
  3 Nov 2013 0 repositories listed
• Thompson Sampling for Online Learning with Linear Experts
  3 Nov 2013 0 repositories listed
• Generalized Thompson Sampling for Contextual Bandits
  27 Oct 2013 0 repositories listed
• Thompson Sampling in Dynamic Systems for Contextual Bandit Problems
  17 Oct 2013 0 repositories listed
• Thompson Sampling for 1-Dimensional Exponential Family Bandits
  12 Jul 2013 0 repositories listed
• Cover Tree Bayesian Reinforcement Learning
  8 May 2013 0 repositories listed
• Prior-free and prior-dependent regret bounds for Thompson Sampling
  21 Apr 2013 0 repositories listed
• Exploiting correlation and budget constraints in Bayesian multi-armed bandit optimization
  27 Mar 2013 0 repositories listed
• Learning to Optimize Via Posterior Sampling
  11 Jan 2013 0 repositories listed
• An Empirical Evaluation of Thompson Sampling
  1 Dec 2011 0 repositories listed