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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 2 of 7: papers 101 to 200 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.

• Odds-Ratio Thompson Sampling to Control for Time-Varying Effect
  4 Mar 2020 1 repository listed
• On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks
  27 Feb 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Thompson Sampling for Multinomial Logit Contextual Bandits
  1 Dec 2019 1 repository listed
• Bayesian Optimization for Categorical and Category-Specific Continuous Inputs
  28 Nov 2019 1 repository listed
• Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures
  22 Nov 2019 1 repository listed
• Thompson Sampling for Contextual Bandit Problems with Auxiliary Safety Constraints
  2 Nov 2019 1 repository listed
• Thompson Sampling via Local Uncertainty
  30 Oct 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
  11 Oct 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Scaling Multi-Armed Bandit Algorithms
  25 Jul 2019 1 repository listed
• Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
  11 Jul 2019 1 repository listed
• Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems
  29 May 2019 1 repository listed
• Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling
  10 May 2019 1 repository listed
• Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics
  11 Mar 2019 1 repository listed
• Thompson Sampling with Information Relaxation Penalties
  12 Feb 2019 1 repository listed
• Thompson Sampling for a Fatigue-aware Online Recommendation System
  23 Jan 2019 1 repository listed
• Information-Directed Exploration for Deep Reinforcement Learning
  18 Dec 2018 1 repository listed
• MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation
  11 Dec 2018 1 repository listed
• Bandit Learning with Implicit Feedback
  1 Dec 2018 1 repository listed
• Practical Bayesian Learning of Neural Networks via Adaptive Optimisation Methods
  8 Nov 2018 1 repository listed
• Nonparametric Gaussian Mixture Models for the Multi-Armed Bandit
  8 Aug 2018 1 repository listed
• Sequential Monte Carlo Bandits
  8 Aug 2018 1 repository listed
• Myopic Bayesian Design of Experiments via Posterior Sampling and Probabilistic Programming
  25 May 2018 1 repository listed
• Efficient Exploration through Bayesian Deep Q-Networks
  13 Feb 2018 1 repository listed
• Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling
  10 Sep 2017 1 repository listed
• Variational inference for the multi-armed contextual bandit
  10 Sep 2017 1 repository listed
• Asynchronous Parallel Bayesian Optimisation via Thompson Sampling
  25 May 2017 1 repository listed
• AIXIjs: A Software Demo for General Reinforcement Learning
  22 May 2017 1 repository listed
• Mostly Exploration-Free Algorithms for Contextual Bandits
  28 Apr 2017 1 repository listed
• Stacked Thompson Bandits
  28 Feb 2017 1 repository listed
• Double Thompson Sampling for Dueling Bandits
  25 Apr 2016 1 repository listed
• Cascading Bandits for Large-Scale Recommendation Problems
  17 Mar 2016 1 repository listed
• Simple Bayesian Algorithms for Best Arm Identification
  26 Feb 2016 1 repository listed
• Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
  3 Jul 2015 1 repository listed
• Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
  2 Jun 2015 1 repository listed
• Thompson Sampling: An Asymptotically Optimal Finite Time Analysis
  18 May 2012 1 repository listed
• Robust Policy Switching for Antifragile Reinforcement Learning for UAV Deconfliction in Adversarial Environments
  26 Jun 2025 0 repositories listed
• Context Attribution with Multi-Armed Bandit Optimization
  24 Jun 2025 0 repositories listed
• Adaptive Data Augmentation for Thompson Sampling
  17 Jun 2025 0 repositories listed
• Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?
  13 Jun 2025 0 repositories listed
• Efficient kernelized bandit algorithms via exploration distributions
  11 Jun 2025 0 repositories listed
• Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
  3 Jun 2025 0 repositories listed
• Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling
  29 May 2025 0 repositories listed
• Stable Thompson Sampling: Valid Inference via Variance Inflation
  29 May 2025 0 repositories listed
• Thompson Sampling in Online RLHF with General Function Approximation
  29 May 2025 0 repositories listed
• Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection
  28 May 2025 0 repositories listed
• Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine
  22 May 2025 0 repositories listed
• Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions
  22 May 2025 0 repositories listed
• Scalable and Interpretable Contextual Bandits: A Literature Review and Retail Offer Prototype
  22 May 2025 0 repositories listed
• In-Domain African Languages Translation Using LLMs and Multi-armed Bandits
  21 May 2025 0 repositories listed
• Dynamic Decision-Making under Model Misspecification
  20 May 2025 0 repositories listed
• Thompson Sampling-like Algorithms for Stochastic Rising Bandits
  17 May 2025 0 repositories listed
• Leveraging Offline Data from Similar Systems for Online Linear Quadratic Control
  14 May 2025 0 repositories listed
• Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
  5 May 2025 0 repositories listed
• Bayesian learning of the optimal action-value function in a Markov decision process
  3 May 2025 0 repositories listed
• Neural Contextual Bandits Under Delayed Feedback Constraints
  16 Apr 2025 0 repositories listed
• Counterfactual Inference under Thompson Sampling
  3 Apr 2025 0 repositories listed
• Sparse Nonparametric Contextual Bandits
  20 Mar 2025 0 repositories listed
• Achieving adaptivity and optimality for multi-armed bandits using Exponential-Kullback Leibler Maillard Sampling
  20 Feb 2025 0 repositories listed
• An Adversarial Analysis of Thompson Sampling for Full-information Online Learning: from Finite to Infinite Action Spaces
  20 Feb 2025 0 repositories listed
• Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs
  16 Feb 2025 0 repositories listed
• When and why randomised exploration works (in linear bandits)
  13 Feb 2025 0 repositories listed
• KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems
  11 Feb 2025 0 repositories listed
• Contextual Thompson Sampling via Generation of Missing Data
  10 Feb 2025 0 repositories listed
• An Information-Theoretic Analysis of Thompson Sampling with Infinite Action Spaces
  4 Feb 2025 0 repositories listed
• Active RLHF via Best Policy Learning from Trajectory Preference Feedback
  31 Jan 2025 0 repositories listed
• FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling
  31 Jan 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning
  16 Jan 2025 0 repositories listed
• Stochastically Constrained Best Arm Identification with Thompson Sampling
  7 Jan 2025 0 repositories listed
• Truthful mechanisms for linear bandit games with private contexts
  7 Jan 2025 0 repositories listed
• WAPTS: A Weighted Allocation Probability Adjusted Thompson Sampling Algorithm for High-Dimensional and Sparse Experiment Settings
  7 Jan 2025 0 repositories listed
• On Improved Regret Bounds In Bayesian Optimization with Gaussian Noise
  25 Dec 2024 0 repositories listed
• Generalized Bayesian deep reinforcement learning
  16 Dec 2024 0 repositories listed
• An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits
  3 Dec 2024 0 repositories listed
• BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings
  30 Nov 2024 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Epinet for Content Cold Start
  20 Nov 2024 0 repositories listed
• Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem
  30 Oct 2024 0 repositories listed
• BanditCAT and AutoIRT: Machine Learning Approaches to Computerized Adaptive Testing and Item Calibration
  28 Oct 2024 0 repositories listed
• Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program
  28 Oct 2024 0 repositories listed
• Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks
  25 Oct 2024 0 repositories listed
• Aligning AI Agents via Information-Directed Sampling
  18 Oct 2024 0 repositories listed
• Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
  14 Oct 2024 0 repositories listed
• Gaussian Process Thompson Sampling via Rootfinding
  10 Oct 2024 0 repositories listed
• Contextual Bandits with Non-Stationary Correlated Rewards for User Association in MmWave Vehicular Networks
  8 Oct 2024 0 repositories listed
• Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
  7 Oct 2024 0 repositories listed
• Partially Observable Contextual Bandits with Linear Payoffs
  17 Sep 2024 0 repositories listed
• Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis
  10 Sep 2024 0 repositories listed
• Sliding-Window Thompson Sampling for Non-Stationary Settings
  8 Sep 2024 0 repositories listed
• Multi-Task Combinatorial Bandits for Budget Allocation
  31 Aug 2024 0 repositories listed
• An Extremely Data-efficient and Generative LLM-based Reinforcement Learning Agent for Recommenders
  28 Aug 2024 0 repositories listed
• Improving Thompson Sampling via Information Relaxation for Budgeted Multi-armed Bandits
  28 Aug 2024 0 repositories listed
• Contextual Bandit with Herding Effects: Algorithms and Recommendation Applications
  26 Aug 2024 0 repositories listed
• Optimization-Driven Adaptive Experimentation
  8 Aug 2024 0 repositories listed
• Neural Dueling Bandits: Preference-Based Optimization with Human Feedback
  24 Jul 2024 0 repositories listed
• Thompson Sampling Itself is Differentially Private
  20 Jul 2024 0 repositories listed
• DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN
  16 Jul 2024 0 repositories listed
• Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits
  20 Jun 2024 0 repositories listed
• Joint User Association and Pairing in Multi-UAV-Assisted NOMA Networks: A Decaying-Epsilon Thompson Sampling Framework
  20 Jun 2024 0 repositories listed
• Preferential Multi-Objective Bayesian Optimization
  20 Jun 2024 0 repositories listed
• Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents
  18 Jun 2024 0 repositories listed
• Improving Reward-Conditioned Policies for Multi-Armed Bandits using Normalized Weight Functions
  16 Jun 2024 0 repositories listed

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.