Browse State-of-the-Art › Reinforcement Learning › Papers, page 44

Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 44 of 132: papers 4,301 to 4,400 of 13,178, 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.

• Interleaved Reasoning for Large Language Models via Reinforcement Learning
  26 May 2025 0 repositories listed
• Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits
  26 May 2025 0 repositories listed
• TeViR: Text-to-Video Reward with Diffusion Models for Efficient Reinforcement Learning
  26 May 2025 0 repositories listed
• The challenge of hidden gifts in multi-agent reinforcement learning
  26 May 2025 0 repositories listed
• VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection
  26 May 2025 0 repositories listed
• Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning
  25 May 2025 0 repositories listed
• Semi-pessimistic Reinforcement Learning
  25 May 2025 0 repositories listed
• EdgeAgentX: A Novel Framework for Agentic AI at the Edge in Military Communication Networks
  24 May 2025 0 repositories listed
• G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning
  24 May 2025 0 repositories listed
• GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning
  24 May 2025 0 repositories listed
• Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning
  24 May 2025 0 repositories listed
• Diffusion Self-Weighted Guidance for Offline Reinforcement Learning
  23 May 2025 0 repositories listed
• Outcome-based Reinforcement Learning to Predict the Future
  23 May 2025 0 repositories listed
• AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
  22 May 2025 0 repositories listed
• Backdoors in DRL: Four Environments Focusing on In-distribution Triggers
  22 May 2025 0 repositories listed
• Efficient Online RL Fine Tuning with Offline Pre-trained Policy Only
  22 May 2025 0 repositories listed
• Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
  22 May 2025 0 repositories listed
• ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models
  22 May 2025 0 repositories listed
• Meta-reinforcement learning with minimum attention
  22 May 2025 0 repositories listed
• Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies
  22 May 2025 0 repositories listed
• Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
  22 May 2025 0 repositories listed
• Reinforcement Learning for Stock Transactions
  22 May 2025 0 repositories listed
• Reward-Aware Proto-Representations in Reinforcement Learning
  22 May 2025 0 repositories listed
• Risk-Averse Reinforcement Learning with Itakura-Saito Loss
  22 May 2025 0 repositories listed
• AM-PPO: (Advantage) Alpha-Modulation with Proximal Policy Optimization
  21 May 2025 0 repositories listed
• Filtering Learning Histories Enhances In-Context Reinforcement Learning
  21 May 2025 0 repositories listed
• Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
  21 May 2025 0 repositories listed
• Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems
  21 May 2025 0 repositories listed
• Reverse Engineering Human Preferences with Reinforcement Learning
  21 May 2025 0 repositories listed
• World Models as Reference Trajectories for Rapid Motor Adaptation
  21 May 2025 0 repositories listed
• Bellman operator convergence enhancements in reinforcement learning algorithms
  20 May 2025 0 repositories listed
• Embedded Mean Field Reinforcement Learning for Perimeter-defense Game
  20 May 2025 0 repositories listed
• Energy-Efficient Deep Reinforcement Learning with Spiking Transformers
  20 May 2025 0 repositories listed
• FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning
  20 May 2025 0 repositories listed
• Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks
  20 May 2025 0 repositories listed
• Reinforcement Learning from User Feedback
  20 May 2025 0 repositories listed
• SHARP: Synthesizing High-quality Aligned Reasoning Problems for Large Reasoning Models Reinforcement Learning
  20 May 2025 0 repositories listed
• Normalized Cut with Reinforcement Learning in Constrained Action Space
  20 May 2025 0 repositories listed
• Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning
  20 May 2025 0 repositories listed
• Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning
  20 May 2025 0 repositories listed
• Composing Dextrous Grasping and In-hand Manipulation via Scoring with a Reinforcement Learning Critic
  19 May 2025 0 repositories listed
• Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning
  19 May 2025 0 repositories listed
• Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning
  19 May 2025 0 repositories listed
• When a Reinforcement Learning Agent Encounters Unknown Unknowns
  19 May 2025 0 repositories listed
• A universal policy wrapper with guarantees
  18 May 2025 0 repositories listed
• Imagination-Limited Q-Learning for Offline Reinforcement Learning
  18 May 2025 0 repositories listed
• Table-R1: Region-based Reinforcement Learning for Table Understanding
  18 May 2025 0 repositories listed
• Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
  17 May 2025 0 repositories listed
• Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics
  16 May 2025 0 repositories listed
• Prior-Guided Diffusion Planning for Offline Reinforcement Learning
  16 May 2025 0 repositories listed
• Improving Assembly Code Performance with Large Language Models via Reinforcement Learning
  16 May 2025 0 repositories listed
• Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
  16 May 2025 0 repositories listed Syntology 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning
  15 May 2025 0 repositories listed
• Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change
  15 May 2025 0 repositories listed
• Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning
  15 May 2025 0 repositories listed
• Offline Reinforcement Learning for Microgrid Voltage Regulation
  15 May 2025 0 repositories listed
• ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction
  15 May 2025 0 repositories listed
• Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning
  15 May 2025 0 repositories listed
• Reinforcement Learning for Individual Optimal Policy from Heterogeneous Data
  14 May 2025 0 repositories listed
• A Practical Introduction to Deep Reinforcement Learning
  13 May 2025 0 repositories listed
• Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning
  13 May 2025 0 repositories listed
• Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation
  13 May 2025 0 repositories listed
• Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning
  13 May 2025 0 repositories listed
• A Theoretical Framework for Explaining Reinforcement Learning with Shapley Values
  12 May 2025 0 repositories listed
• Explainable Reinforcement Learning Agents Using World Models
  12 May 2025 0 repositories listed
• INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning
  12 May 2025 0 repositories listed
• Multi-Objective Reinforcement Learning for Energy-Efficient Industrial Control
  12 May 2025 0 repositories listed
• Multi-source Plume Tracing via Multi-Agent Reinforcement Learning
  12 May 2025 0 repositories listed
• Online Episodic Convex Reinforcement Learning
  12 May 2025 0 repositories listed
• S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models
  12 May 2025 0 repositories listed
• Self Rewarding Self Improving
  12 May 2025 0 repositories listed
• SEM: Reinforcement Learning for Search-Efficient Large Language Models
  12 May 2025 0 repositories listed
• What Matters for Batch Online Reinforcement Learning in Robotics?
  12 May 2025 0 repositories listed
• Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
  10 May 2025 0 repositories listed
• Offline Multi-agent Reinforcement Learning via Score Decomposition
  9 May 2025 0 repositories listed
• Morphologically Symmetric Reinforcement Learning for Ambidextrous Bimanual Manipulation
  8 May 2025 0 repositories listed
• Multi-Objective Reinforcement Learning for Adaptive Personalized Autonomous Driving
  8 May 2025 0 repositories listed
• On Corruption-Robustness in Performative Reinforcement Learning
  8 May 2025 0 repositories listed
• Reasoning Models Don't Always Say What They Think
  8 May 2025 0 repositories listed
• Reinforcement Learning for Game-Theoretic Resource Allocation on Graphs
  8 May 2025 0 repositories listed
• Is there Value in Reinforcement Learning?
  7 May 2025 0 repositories listed
• Optimization of Infectious Disease Intervention Measures Based on Reinforcement Learning - Empirical analysis based on UK COVID-19 epidemic data
  7 May 2025 0 repositories listed
• Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
  7 May 2025 0 repositories listed
• Trajectory Entropy Reinforcement Learning for Predictable and Robust Control
  7 May 2025 0 repositories listed
• DYSTIL: Dynamic Strategy Induction with Large Language Models for Reinforcement Learning
  6 May 2025 0 repositories listed
• Interpretable Learning Dynamics in Unsupervised Reinforcement Learning
  6 May 2025 0 repositories listed
• Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
  6 May 2025 0 repositories listed
• Policy-labeled Preference Learning: Is Preference Enough for RLHF?
  6 May 2025 0 repositories listed
• A Goal-Oriented Reinforcement Learning-Based Path Planning Algorithm for Modular Self-Reconfigurable Satellites
  4 May 2025 0 repositories listed
• A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction
  4 May 2025 0 repositories listed
• Training Environment for High Performance Reinforcement Learning
  4 May 2025 0 repositories listed
• Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
  3 May 2025 0 repositories listed
• Modeling Behavioral Preferences of Cyber Adversaries Using Inverse Reinforcement Learning
  2 May 2025 0 repositories listed
• Skill-based Safe Reinforcement Learning with Risk Planning
  2 May 2025 0 repositories listed
• Emergence of Roles in Robotic Teams with Model Sharing and Limited Communication
  1 May 2025 0 repositories listed
• Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning
  1 May 2025 0 repositories listed
• Reinforcement Learning with Continuous Actions Under Unmeasured Confounding
  1 May 2025 0 repositories listed
• Variational OOD State Correction for Offline Reinforcement Learning
  1 May 2025 0 repositories listed
• Intelligent Task Offloading in VANETs: A Hybrid AI-Driven Approach for Low-Latency and Energy Efficiency
  29 Apr 2025 0 repositories listed
• Quantum-Enhanced Hybrid Reinforcement Learning Framework for Dynamic Path Planning in Autonomous Systems
  29 Apr 2025 0 repositories listed

Syntology lines on 1 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.