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Q-Learning

Papers archive 2025-07-28

archive papers tagged: 1,918 · with a code link: 463 · where Syntology ran a sample: 119 (102 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (119 of 1,918 tagged: 102 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)

Page 5 of 20: papers 401 to 500 of 1,918, 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.

• Reinforcement Learning with Low-Complexity Liquid State Machines
  4 Jun 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Finite-Sample Analysis of Nonlinear Stochastic Approximation with Applications in Reinforcement Learning
  27 May 2019 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• A Kernel Loss for Solving the Bellman Equation
  25 May 2019 1 repository listed
• Adaptive Symmetric Reward Noising for Reinforcement Learning
  24 May 2019 1 repository listed
• Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima
  24 May 2019 1 repository listed
• Deep Reinforcement Learning Based Parameter Control in Differential Evolution
  20 May 2019 1 repository listed
• QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection
  16 May 2019 1 repository listed
• Stochastic approximation with cone-contractive operators: Sharp ℓ_∞-bounds for Q-learning
  15 May 2019 1 repository listed
• Deep Ordinal Reinforcement Learning
  6 May 2019 1 repository listed
• Efficient Model-free Reinforcement Learning in Metric Spaces
  1 May 2019 1 repository listed
• Deep Q-Learning for Nash Equilibria: Nash-DQN
  23 Apr 2019 1 repository listed
• Reinforcement Learning with Dynamic Boltzmann Softmax Updates
  14 Mar 2019 1 repository listed
• Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control
  11 Mar 2019 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Diagnosing Bottlenecks in Deep Q-learning Algorithms
  26 Feb 2019 1 repository listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Heuristics, Answer Set Programming and Markov Decision Process for Solving a Set of Spatial Puzzles
  16 Feb 2019 1 repository listed
• Dynamic-Weighted Simplex Strategy for Learning Enabled Cyber Physical Systems
  6 Feb 2019 1 repository listed
• Privacy-preserving Q-Learning with Functional Noise in Continuous State Spaces
  30 Jan 2019 1 repository listed
• Making Deep Q-learning methods robust to time discretization
  28 Jan 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Provably efficient RL with Rich Observations via Latent State Decoding
  25 Jan 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)
• Combinational Q-Learning for Dou Di Zhu
  24 Jan 2019 1 repository listed
• Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
  22 Jan 2019 1 repository listed
• A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture
  13 Jan 2019 1 repository listed
• Information-Directed Exploration for Deep Reinforcement Learning
  18 Dec 2018 1 repository listed
• Urban Driving with Multi-Objective Deep Reinforcement Learning
  21 Nov 2018 1 repository listed
• Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning
  19 Nov 2018 1 repository listed
• Deep Q learning for fooling neural networks
  13 Nov 2018 1 repository listed
• Double Q-PID algorithm for mobile robot control
  1 Nov 2018 1 repository listed
• Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement
  22 Oct 2018 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
• Assessing the Potential of Classical Q-learning in General Game Playing
  14 Oct 2018 1 repository listed
• Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning
  18 Sep 2018 1 repository listed
• Deterministic Implementations for Reproducibility in Deep Reinforcement Learning
  15 Sep 2018 1 repository listed
• Towards Better Interpretability in Deep Q-Networks
  15 Sep 2018 1 repository listed Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Negative Update Intervals in Deep Multi-Agent Reinforcement Learning
  13 Sep 2018 1 repository listed
• Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks
  1 Aug 2018 1 repository listed
• Is Q-learning Provably Efficient?
  10 Jul 2018 1 repository listed
• Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning
  1 Jul 2018 1 repository listed
• GAN Q-learning
  13 May 2018 1 repository listed
• Towards Symbolic Reinforcement Learning with Common Sense
  23 Apr 2018 1 repository listed
• Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems
  19 Apr 2018 1 repository listed
• CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++
  14 Apr 2018 1 repository listed
• Composable Deep Reinforcement Learning for Robotic Manipulation
  19 Mar 2018 1 repository listed
• Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods
  28 Feb 2018 1 repository listed
• Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management
  18 Feb 2018 1 repository listed
• A Deep Q-Learning Agent for the L-Game with Variable Batch Training
  17 Feb 2018 1 repository listed
• QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds
  13 Dec 2017 1 repository listed
• Assumed Density Filtering Q-learning
  9 Dec 2017 1 repository listed
• Classification with Costly Features using Deep Reinforcement Learning
  20 Nov 2017 1 repository listed
• The Effects of Memory Replay in Reinforcement Learning
  18 Oct 2017 1 repository listed
• Automated Cloud Provisioning on AWS using Deep Reinforcement Learning
  13 Sep 2017 1 repository listed
• Practical Block-wise Neural Network Architecture Generation
  18 Aug 2017 1 repository listed
• A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning
  22 Jun 2017 1 repository listed
• Generalized Value Iteration Networks: Life Beyond Lattices
  8 Jun 2017 1 repository listed
• Implications of Decentralized Q-learning Resource Allocation in Wireless Networks
  30 May 2017 1 repository listed
• Policy Iterations for Reinforcement Learning Problems in Continuous Time and Space -- Fundamental Theory and Methods
  9 May 2017 1 repository listed
• Bridging the Gap Between Value and Policy Based Reinforcement Learning
  28 Feb 2017 1 repository listed
• Playing Doom with SLAM-Augmented Deep Reinforcement Learning
  1 Dec 2016 1 repository listed
• Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
  5 Nov 2016 1 repository listed
• Active exploration in parameterized reinforcement learning
  6 Oct 2016 1 repository listed
• Angrier Birds: Bayesian reinforcement learning
  6 Jan 2016 1 repository listed
• Learning Simple Algorithms from Examples
  23 Nov 2015 1 repository listed
• Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution
  2 Jul 2015 1 repository listed
• Least-Squares Policy Iteration
  4 Dec 2003 1 repository listed
• Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
  6 Aug 1999 1 repository listed
• Evaluating Reinforcement Learning Algorithms for Navigation in Simulated Robotic Quadrupeds: A Comparative Study Inspired by Guide Dog Behaviour
  17 Jul 2025 0 repositories listed
• A Data-Ensemble-Based Approach for Sample-Efficient LQ Control of Linear Time-Varying Systems
  30 Jun 2025 0 repositories listed
• Reinforcement Learning-Based Policy Optimisation For Heterogeneous Radio Access
  18 Jun 2025 0 repositories listed
• Implicit Constraint-Aware Off-Policy Correction for Offline Reinforcement Learning
  16 Jun 2025 0 repositories listed
• ReinDSplit: Reinforced Dynamic Split Learning for Pest Recognition in Precision Agriculture
  16 Jun 2025 0 repositories listed
• "What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended)
  11 Jun 2025 0 repositories listed
• Q-learning-based Hierarchical Cooperative Local Search for Steelmaking-continuous Casting Scheduling Problem
  10 Jun 2025 0 repositories listed
• Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
  5 Jun 2025 0 repositories listed
• Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning With Iterated Q-Learning
  4 Jun 2025 0 repositories listed
• Improving Performance of Spike-based Deep Q-Learning using Ternary Neurons
  3 Jun 2025 0 repositories listed
• Reinforcement Learning for Hanabi
  31 May 2025 0 repositories listed
• Entropic Risk Optimization in Discounted MDPs: Sample Complexity Bounds with a Generative Model
  30 May 2025 0 repositories listed
• On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment
  29 May 2025 0 repositories listed
• BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
  28 May 2025 0 repositories listed
• Learning to Charge More: A Theoretical Study of Collusion by Q-Learning Agents
  28 May 2025 0 repositories listed
• A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging
  27 May 2025 0 repositories listed
• Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies
  22 May 2025 0 repositories listed
• Reinforcement Learning for Stock Transactions
  22 May 2025 0 repositories listed
• OPA-Pack: Object-Property-Aware Robotic Bin Packing
  19 May 2025 0 repositories listed
• When a Reinforcement Learning Agent Encounters Unknown Unknowns
  19 May 2025 0 repositories listed
• Imagination-Limited Q-Learning for Offline Reinforcement Learning
  18 May 2025 0 repositories listed
• ShiQ: Bringing back Bellman to LLMs
  16 May 2025 0 repositories listed
• Automatic Reward Shaping from Confounded Offline Data
  16 May 2025 0 repositories listed
• Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making
  12 May 2025 0 repositories listed
• Convert Language Model into a Value-based Strategic Planner
  11 May 2025 0 repositories listed
• A Large Language Model-Enhanced Q-learning for Capacitated Vehicle Routing Problem with Time Windows
  9 May 2025 0 repositories listed
• Universal Approximation Theorem for Deep Q-Learning via FBSDE System
  9 May 2025 0 repositories listed
• Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation
  7 May 2025 0 repositories listed
• VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making
  6 May 2025 0 repositories listed
• Universal Approximation Theorem of Deep Q-Networks
  4 May 2025 0 repositories listed
• Rank-One Modified Value Iteration
  3 May 2025 0 repositories listed
• Dynamic and Distributed Routing in IoT Networks based on Multi-Objective Q-Learning
  1 May 2025 0 repositories listed
• Learning Neural Control Barrier Functions from Offline Data with Conservatism
  1 May 2025 0 repositories listed
• Q-Learning with Clustered-SMART (cSMART) Data: Examining Moderators in the Construction of Clustered Adaptive Interventions
  1 May 2025 0 repositories listed
• Interactive Double Deep Q-network: Integrating Human Interventions and Evaluative Predictions in Reinforcement Learning of Autonomous Driving
  28 Apr 2025 0 repositories listed
• Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes
  25 Apr 2025 0 repositories listed
• SAPO-RL: Sequential Actuator Placement Optimization for Fuselage Assembly via Reinforcement Learning
  24 Apr 2025 0 repositories listed

Syntology lines on 8 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.