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reinforcement-learning

Papers archive 2025-07-28

archive papers tagged: 13,427 · with a code link: 4,119 · where Syntology ran a sample: 1,165 (973 with a run with no instrument failure, 192 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,165 of 13,427 tagged: 973 with a run with no instrument failure, 192 where every run was a failure of Syntology's instrument)

Page 42 of 135: papers 4,101 to 4,200 of 13,427, 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.

• Strategic Dialogue Management via Deep Reinforcement Learning
  25 Nov 2015 1 repository listed
• Conditional Computation in Neural Networks for faster models
  19 Nov 2015 1 repository listed
• Policy Distillation
  19 Nov 2015 1 repository listed
• Deep Spatial Autoencoders for Visuomotor Learning
  21 Sep 2015 1 repository listed
• Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
  3 Jul 2015 1 repository listed
• Reinforcement Learning Neural Turing Machines - Revised
  4 May 2015 1 repository listed
• Deterministic Policy Gradient Algorithms
  22 Jun 2014 1 repository listed
• Deep Learning in Neural Networks: An Overview
  30 Apr 2014 1 repository listed
• Optimizing the CVaR via Sampling
  15 Apr 2014 1 repository listed
• Scalable Planning and Learning for Multiagent POMDPs: Extended Version
  4 Apr 2014 1 repository listed
• Generalization and Exploration via Randomized Value Functions
  4 Feb 2014 1 repository listed
• Using reinforcement learning to find an optimal set of features
  1 Dec 2013 1 repository listed
• Artist Agent: A Reinforcement Learning Approach to Automatic Stroke Generation in Oriental Ink Painting
  18 Jun 2012 1 repository listed
• Off-Policy Actor-Critic
  22 May 2012 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)
• Nonlinear Inverse Reinforcement Learning with Gaussian Processes
  1 Dec 2011 1 repository listed
• An Object-Oriented Representation for Efficient Reinforcement Learning
  1 Jul 2008 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
• Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
  1 May 1992 1 repository listed
• CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
  18 Jul 2025 0 repositories listed
• Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback
  17 Jul 2025 0 repositories listed
• Autonomous Resource Management in Microservice Systems via Reinforcement Learning
  17 Jul 2025 0 repositories listed
• From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning
  17 Jul 2025 0 repositories listed
• Spectral Bellman Method: Unifying Representation and Exploration in RL
  17 Jul 2025 0 repositories listed
• VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
  17 Jul 2025 0 repositories listed
• A Survey of Explainable Reinforcement Learning: Targets, Methods and Needs
  16 Jul 2025 0 repositories listed
• Distributional Reinforcement Learning on Path-dependent Options
  16 Jul 2025 0 repositories listed
• Improving Reinforcement Learning Sample-Efficiency using Local Approximation
  16 Jul 2025 0 repositories listed
• Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
  16 Jul 2025 0 repositories listed
• Thought Purity: Defense Paradigm For Chain-of-Thought Attack
  16 Jul 2025 0 repositories listed
• Functional Emotion Modeling in Biomimetic Reinforcement Learning
  15 Jul 2025 0 repositories listed
• Local Pairwise Distance Matching for Backpropagation-Free Reinforcement Learning
  15 Jul 2025 0 repositories listed
• Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander
  15 Jul 2025 0 repositories listed
• Continual Reinforcement Learning by Planning with Online World Models
  12 Jul 2025 0 repositories listed
• CTRLS: Chain-of-Thought Reasoning via Latent State-Transition
  10 Jul 2025 0 repositories listed
• From Curiosity to Competence: How World Models Interact with the Dynamics of Exploration
  10 Jul 2025 0 repositories listed
• Artificial Generals Intelligence: Mastering Generals.io with Reinforcement Learning
  9 Jul 2025 0 repositories listed
• 2048: Reinforcement Learning in a Delayed Reward Environment
  7 Jul 2025 0 repositories listed
• Epistemically-guided forward-backward exploration
  7 Jul 2025 0 repositories listed
• Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning
  7 Jul 2025 0 repositories listed
• A Survey of Continual Reinforcement Learning
  27 Jun 2025 0 repositories listed
• Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review
  27 Jun 2025 0 repositories listed
• Layer Importance for Mathematical Reasoning is Forged in Pre-Training and Invariant after Post-Training
  27 Jun 2025 0 repositories listed
• Bridging Offline and Online Reinforcement Learning for LLMs
  26 Jun 2025 0 repositories listed
• Explainable AI for Radar Resource Management: Modified LIME in Deep Reinforcement Learning
  26 Jun 2025 0 repositories listed
• Quantum Reinforcement Learning Trading Agent for Sector Rotation in the Taiwan Stock Market
  26 Jun 2025 0 repositories listed
• Mobile-R1: Towards Interactive Reinforcement Learning for VLM-Based Mobile Agent via Task-Level Rewards
  25 Jun 2025 0 repositories listed
• Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management
  25 Jun 2025 0 repositories listed
• A Principled Path to Fitted Distributional Evaluation
  24 Jun 2025 0 repositories listed
• From Memories to Maps: Mechanisms of In-Context Reinforcement Learning in Transformers
  24 Jun 2025 0 repositories listed
• Hierarchical Reinforcement Learning and Value Optimization for Challenging Quadruped Locomotion
  24 Jun 2025 0 repositories listed
• Learning Instruction-Following Policies through Open-Ended Instruction Relabeling with Large Language Models
  24 Jun 2025 0 repositories listed
• Offline Goal-Conditioned Reinforcement Learning with Projective Quasimetric Planning
  23 Jun 2025 0 repositories listed
• Accelerating Residual Reinforcement Learning with Uncertainty Estimation
  21 Jun 2025 0 repositories listed
• No Free Lunch: Rethinking Internal Feedback for LLM Reasoning
  20 Jun 2025 0 repositories listed
• GRPO-CARE: Consistency-Aware Reinforcement Learning for Multimodal Reasoning
  19 Jun 2025 0 repositories listed
• Multi-Task Lifelong Reinforcement Learning for Wireless Sensor Networks
  19 Jun 2025 0 repositories listed
• Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study
  18 Jun 2025 0 repositories listed
• Reinforcement Learning-Based Policy Optimisation For Heterogeneous Radio Access
  18 Jun 2025 0 repositories listed
• Steering Your Diffusion Policy with Latent Space Reinforcement Learning
  18 Jun 2025 0 repositories listed
• A Comprehensive Survey on Underwater Acoustic Target Positioning and Tracking: Progress, Challenges, and Perspectives
  17 Jun 2025 0 repositories listed
• Adaptive Reinforcement Learning for Unobservable Random Delays
  17 Jun 2025 0 repositories listed
• HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control
  17 Jun 2025 0 repositories listed
• PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
  17 Jun 2025 0 repositories listed
• Situational-Constrained Sequential Resources Allocation via Reinforcement Learning
  17 Jun 2025 0 repositories listed
• Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models
  16 Jun 2025 0 repositories listed
• Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning
  16 Jun 2025 0 repositories listed
• Dynamic Reinsurance Treaty Bidding via Multi-Agent Reinforcement Learning
  16 Jun 2025 0 repositories listed
• Efficient Medical VIE via Reinforcement Learning
  16 Jun 2025 0 repositories listed
• Scaling Algorithm Distillation for Continuous Control with Mamba
  16 Jun 2025 0 repositories listed
• Socratic RL: A Novel Framework for Efficient Knowledge Acquisition through Iterative Reflection and Viewpoint Distillation
  16 Jun 2025 0 repositories listed
• Flow-Based Policy for Online Reinforcement Learning
  15 Jun 2025 0 repositories listed
• Noise tolerance via reinforcement: Learning a reinforced quantum dynamics
  14 Jun 2025 0 repositories listed
• Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis
  14 Jun 2025 0 repositories listed
• Wasserstein-Barycenter Consensus for Cooperative Multi-Agent Reinforcement Learning
  14 Jun 2025 0 repositories listed
• ReVeal: Self-Evolving Code Agents via Iterative Generation-Verification
  13 Jun 2025 0 repositories listed
• Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design
  11 Jun 2025 0 repositories listed
• MOORL: A Framework for Integrating Offline-Online Reinforcement Learning
  11 Jun 2025 0 repositories listed
• Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization
  11 Jun 2025 0 repositories listed
• Dynamical System Optimization
  10 Jun 2025 0 repositories listed
• Policy-Based Trajectory Clustering in Offline Reinforcement Learning
  10 Jun 2025 0 repositories listed
• Predictive reinforcement learning based adaptive PID controller
  10 Jun 2025 0 repositories listed
• Reinforcement Learning Teachers of Test Time Scaling
  10 Jun 2025 0 repositories listed Syntology 18 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 25 harvested samples)
• Semi-gradient DICE for Offline Constrained Reinforcement Learning
  10 Jun 2025 0 repositories listed
• TGRPO :Fine-tuning Vision-Language-Action Model via Trajectory-wise Group Relative Policy Optimization
  10 Jun 2025 0 repositories listed
• Towards Robust Deep Reinforcement Learning against Environmental State Perturbation
  10 Jun 2025 0 repositories listed
• An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning
  9 Jun 2025 0 repositories listed
• Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information
  9 Jun 2025 0 repositories listed
• FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
  9 Jun 2025 0 repositories listed
• ProteinZero: Self-Improving Protein Generation via Online Reinforcement Learning
  9 Jun 2025 0 repositories listed
• Reinforcement Learning via Implicit Imitation Guidance
  9 Jun 2025 0 repositories listed
• QForce-RL: Quantized FPGA-Optimized Reinforcement Learning Compute Engine
  8 Jun 2025 0 repositories listed
• Improving choice model specification using reinforcement learning
  6 Jun 2025 0 repositories listed
• Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
  5 Jun 2025 0 repositories listed
• Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
  5 Jun 2025 0 repositories listed
• Customizing Speech Recognition Model with Large Language Model Feedback
  5 Jun 2025 0 repositories listed
• Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning
  5 Jun 2025 0 repositories listed
• A Lyapunov Drift-Plus-Penalty Method Tailored for Reinforcement Learning with Queue Stability
  4 Jun 2025 0 repositories listed
• A Risk-Aware Reinforcement Learning Reward for Financial Trading
  4 Jun 2025 0 repositories listed
• Autonomous Vehicle Lateral Control Using Deep Reinforcement Learning with MPC-PID Demonstration
  4 Jun 2025 0 repositories listed

Syntology lines on 2 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.