Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 51

Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 51 of 152: papers 5,001 to 5,100 of 15,113, 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.

• Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents
  18 May 2025 0 repositories listed
• Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning
  18 May 2025 0 repositories listed
• UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning
  18 May 2025 0 repositories listed
• AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
  17 May 2025 0 repositories listed
• J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge
  17 May 2025 0 repositories listed
• Online Iterative Self-Alignment for Radiology Report Generation
  17 May 2025 0 repositories listed
• Q-Policy: Quantum-Enhanced Policy Evaluation for Scalable Reinforcement Learning
  17 May 2025 0 repositories listed
• Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
  17 May 2025 0 repositories listed
• Developing and Integrating Trust Modeling into Multi-Objective Reinforcement Learning for Intelligent Agricultural Management
  16 May 2025 0 repositories listed
• Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions
  16 May 2025 0 repositories listed
• ShiQ: Bringing back Bellman to LLMs
  16 May 2025 0 repositories listed
• Bi-directional Recurrence Improves Transformer in Partially Observable Markov Decision Processes
  16 May 2025 0 repositories listed
• Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
  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)
• Reinforcement Learning for AMR Charging Decisions: The Impact of Reward and Action Space Design
  16 May 2025 0 repositories listed
• Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO
  16 May 2025 0 repositories listed
• Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents
  16 May 2025 0 repositories listed
• Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change
  15 May 2025 0 repositories listed
• Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps
  15 May 2025 0 repositories listed
• IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning
  15 May 2025 0 repositories listed
• Knowledge capture, adaptation and composition (KCAC): A framework for cross-task curriculum learning in robotic manipulation
  15 May 2025 0 repositories listed
• Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
  15 May 2025 0 repositories listed
• CEC-Zero: Chinese Error Correction Solution Based on LLM
  14 May 2025 0 repositories listed
• Reinforcement Learning for Individual Optimal Policy from Heterogeneous Data
  14 May 2025 0 repositories listed
• Risk-Aware Safe Reinforcement Learning for Control of Stochastic Linear Systems
  14 May 2025 0 repositories listed
• TensorRL-QAS: Reinforcement learning with tensor networks for scalable quantum architecture search
  14 May 2025 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Adaptive Diffusion Policy Optimization for Robotic Manipulation
  13 May 2025 0 repositories listed
• Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning
  13 May 2025 0 repositories listed
• Automatic Curriculum Learning for Driving Scenarios: Towards Robust and Efficient Reinforcement Learning
  13 May 2025 0 repositories listed
• DSADF: Thinking Fast and Slow for Decision Making
  13 May 2025 0 repositories listed
• Generalization in Monitored Markov Decision Processes (Mon-MDPs)
  13 May 2025 0 repositories listed
• Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
  13 May 2025 0 repositories listed
• Preference Optimization for Combinatorial Optimization Problems
  13 May 2025 0 repositories listed
• Reinforcement Learning-based Fault-Tolerant Control for Quadrotor with Online Transformer Adaptation
  13 May 2025 0 repositories listed
• Scaling Multi Agent Reinforcement Learning for Underwater Acoustic Tracking via Autonomous Vehicles
  13 May 2025 0 repositories listed
• Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
  12 May 2025 0 repositories listed
• Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
  12 May 2025 0 repositories listed
• DARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic Reward
  12 May 2025 0 repositories listed
• Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning
  12 May 2025 0 repositories listed
• INTELLECT-2: A Reasoning Model Trained Through Globally Decentralized Reinforcement Learning
  12 May 2025 0 repositories listed
• The Exploratory Multi-Asset Mean-Variance Portfolio Selection using Reinforcement Learning
  12 May 2025 0 repositories listed
• Design and Experimental Test of Datatic Approximate Optimal Filter in Nonlinear Dynamic Systems
  11 May 2025 0 repositories listed
• FACET: Force-Adaptive Control via Impedance Reference Tracking for Legged Robots
  11 May 2025 0 repositories listed
• Learning Value of Information towards Joint Communication and Control in 6G V2X
  11 May 2025 0 repositories listed
• Reinforcement Learning (RL) Meets Urban Climate Modeling: Investigating the Efficacy and Impacts of RL-Based HVAC Control
  11 May 2025 0 repositories listed
• X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real
  11 May 2025 0 repositories listed
• Balancing Progress and Safety: A Novel Risk-Aware Objective for RL in Autonomous Driving
  10 May 2025 0 repositories listed
• REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback
  10 May 2025 0 repositories listed
• Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
  10 May 2025 0 repositories listed
• Active Perception for Tactile Sensing: A Task-Agnostic Attention-Based Approach
  9 May 2025 0 repositories listed
• Interaction-Aware Parameter Privacy-Preserving Data Sharing in Coupled Systems via Particle Filter Reinforcement Learning
  9 May 2025 0 repositories listed
• Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning
  9 May 2025 0 repositories listed
• Remote Rowhammer Attack using Adversarial Observations on Federated Learning Clients
  9 May 2025 0 repositories listed
• Enhancing Reinforcement Learning for the Floorplanning of Analog ICs with Beam Search
  8 May 2025 0 repositories listed
• Multi-agent Embodied AI: Advances and Future Directions
  8 May 2025 0 repositories listed
• On Corruption-Robustness in Performative Reinforcement Learning
  8 May 2025 0 repositories listed
• Reinforcement Learning for Game-Theoretic Resource Allocation on Graphs
  8 May 2025 0 repositories listed
• RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles
  8 May 2025 0 repositories listed
• Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach
  8 May 2025 0 repositories listed
• USPR: Learning a Unified Solver for Profiled Routing
  8 May 2025 0 repositories listed
• Extending a Quantum Reinforcement Learning Exploration Policy with Flags to Connect Four
  7 May 2025 0 repositories listed
• Fight Fire with Fire: Defending Against Malicious RL Fine-Tuning via Reward Neutralization
  7 May 2025 0 repositories listed
• Putting the Value Back in RL: Better Test-Time Scaling by Unifying LLM Reasoners With Verifiers
  7 May 2025 0 repositories listed
• Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
  7 May 2025 0 repositories listed
• Actor-Critics Can Achieve Optimal Sample Efficiency
  6 May 2025 0 repositories listed
• AMO: Adaptive Motion Optimization for Hyper-Dexterous Humanoid Whole-Body Control
  6 May 2025 0 repositories listed
• Decentralized Distributed Proximal Policy Optimization (DD-PPO) for High Performance Computing Scheduling on Multi-User Systems
  6 May 2025 0 repositories listed
• Deep Q-Network (DQN) multi-agent reinforcement learning (MARL) for Stock Trading
  6 May 2025 0 repositories listed
• The Steganographic Potentials of Language Models
  6 May 2025 0 repositories listed
• VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making
  6 May 2025 0 repositories listed
• Automated Hybrid Reward Scheduling via Large Language Models for Robotic Skill Learning
  5 May 2025 0 repositories listed
• Online Phase Estimation of Human Oscillatory Motions using Deep Learning
  5 May 2025 0 repositories listed
• Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study
  4 May 2025 0 repositories listed
• Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning
  4 May 2025 0 repositories listed
• Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
  3 May 2025 0 repositories listed
• World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks
  3 May 2025 0 repositories listed
• Stabilizing Temporal Difference Learning via Implicit Stochastic Recursion
  2 May 2025 0 repositories listed
• A General Approach of Automated Environment Design for Learning the Optimal Power Flow
  1 May 2025 0 repositories listed
• Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
  1 May 2025 0 repositories listed
• Leveraging Partial SMILES Validation Scheme for Enhanced Drug Design in Reinforcement Learning Frameworks
  1 May 2025 0 repositories listed
• MULE: Multi-terrain and Unknown Load Adaptation for Effective Quadrupedal Locomotion
  1 May 2025 0 repositories listed
• Adaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning
  30 Apr 2025 0 repositories listed
• Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
  30 Apr 2025 0 repositories listed
• Phi-4-reasoning Technical Report
  30 Apr 2025 0 repositories listed
• Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
  30 Apr 2025 0 repositories listed
• A Survey on GUI Agents with Foundation Models Enhanced by Reinforcement Learning
  29 Apr 2025 0 repositories listed
• PRISM: Projection-based Reward Integration for Scene-Aware Real-to-Sim-to-Real Transfer with Few Demonstrations
  29 Apr 2025 0 repositories listed
• Token-Efficient RL for LLM Reasoning
  29 Apr 2025 0 repositories listed
• AI Recommendation Systems for Lane-Changing Using Adherence-Aware Reinforcement Learning
  28 Apr 2025 0 repositories listed
• An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination
  28 Apr 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
• Reinforcement Learning-Based Heterogeneous Multi-Task Optimization in Semantic Broadcast Communications
  28 Apr 2025 0 repositories listed
• LLMs for Engineering: Teaching Models to Design High Powered Rockets
  27 Apr 2025 0 repositories listed
• Depth-Constrained ASV Navigation with Deep RL and Limited Sensing
  25 Apr 2025 0 repositories listed
• Explainable AI for UAV Mobility Management: A Deep Q-Network Approach for Handover Minimization
  25 Apr 2025 0 repositories listed
• LLM-hRIC: LLM-empowered Hierarchical RAN Intelligent Control for O-RAN
  25 Apr 2025 0 repositories listed
• Integrating Learning-Based Manipulation and Physics-Based Locomotion for Whole-Body Badminton Robot Control
  24 Apr 2025 0 repositories listed
• SAPO-RL: Sequential Actuator Placement Optimization for Fuselage Assembly via Reinforcement Learning
  24 Apr 2025 0 repositories listed
• Training Large Language Models to Reason via EM Policy Gradient
  24 Apr 2025 0 repositories listed
• Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows
  23 Apr 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.