Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 63

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 63 of 152: papers 6,201 to 6,300 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.

• Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
  3 May 2024 0 repositories listed
• Learning Robust Autonomous Navigation and Locomotion for Wheeled-Legged Robots
  3 May 2024 0 repositories listed
• Model-based reinforcement learning for protein backbone design
  3 May 2024 0 repositories listed
• Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning
  3 May 2024 0 repositories listed
• Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach
  3 May 2024 0 repositories listed
• Constrained Reinforcement Learning Under Model Mismatch
  2 May 2024 0 repositories listed
• FLAME: Factuality-Aware Alignment for Large Language Models
  2 May 2024 0 repositories listed
• Learning Force Control for Legged Manipulation
  2 May 2024 0 repositories listed
• Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
  2 May 2024 0 repositories listed
• Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation
  2 May 2024 0 repositories listed
• Reinforcement Learning-Guided Semi-Supervised Learning
  2 May 2024 0 repositories listed
• Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Risk
  2 May 2024 0 repositories listed
• Tabular and Deep Reinforcement Learning for Gittins Index
  2 May 2024 0 repositories listed
• Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning
  1 May 2024 0 repositories listed
• Queue-based Eco-Driving at Roundabouts with Reinforcement Learning
  1 May 2024 0 repositories listed
• Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
  30 Apr 2024 0 repositories listed
• Towards Generalist Robot Learning from Internet Video: A Survey
  30 Apr 2024 0 repositories listed
• Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies
  29 Apr 2024 0 repositories listed
• Reinforcement Learning Problem Solving with Large Language Models
  29 Apr 2024 0 repositories listed
• Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
  29 Apr 2024 0 repositories listed
• Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs
  29 Apr 2024 0 repositories listed
• EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks
  26 Apr 2024 0 repositories listed
• Enhancing Privacy and Security of Autonomous UAV Navigation
  26 Apr 2024 0 repositories listed
• Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly
  26 Apr 2024 0 repositories listed
• Knowledge Transfer for Cross-Domain Reinforcement Learning: A Systematic Review
  26 Apr 2024 0 repositories listed
• Offline Reinforcement Learning with Behavioral Supervisor Tuning
  25 Apr 2024 0 repositories listed
• Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks
  25 Apr 2024 0 repositories listed
• ActiveRIR: Active Audio-Visual Exploration for Acoustic Environment Modeling
  24 Apr 2024 0 repositories listed
• DPO: A Differential and Pointwise Control Approach to Reinforcement Learning
  24 Apr 2024 0 repositories listed Syntology 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL
  24 Apr 2024 0 repositories listed
• An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models
  23 Apr 2024 0 repositories listed
• Impedance Matching: Enabling an RL-Based Running Jump in a Quadruped Robot
  23 Apr 2024 0 repositories listed
• Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem
  23 Apr 2024 0 repositories listed
• Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories
  22 Apr 2024 0 repositories listed
• Explicit Lipschitz Value Estimation Enhances Policy Robustness Against Perturbation
  22 Apr 2024 0 repositories listed
• Fairness Incentives in Response to Unfair Dynamic Pricing
  22 Apr 2024 0 repositories listed
• An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems
  19 Apr 2024 0 repositories listed
• Continuous-time Risk-sensitive Reinforcement Learning via Quadratic Variation Penalty
  19 Apr 2024 0 repositories listed
• Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs
  19 Apr 2024 0 repositories listed
• Data-Incremental Continual Offline Reinforcement Learning
  19 Apr 2024 0 repositories listed
• Actor-Critic Reinforcement Learning with Phased Actor
  18 Apr 2024 0 repositories listed
• LTL-Constrained Policy Optimization with Cycle Experience Replay
  17 Apr 2024 0 repositories listed
• Learn to Tour: Operator Design For Solution Feasibility Mapping in Pickup-and-delivery Traveling Salesman Problem
  17 Apr 2024 0 repositories listed
• Physics-informed Actor-Critic for Coordination of Virtual Inertia from Power Distribution Systems
  17 Apr 2024 0 repositories listed
• Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding
  17 Apr 2024 0 repositories listed
• Automated Discovery of Functional Actual Causes in Complex Environments
  16 Apr 2024 0 repositories listed
• Offline Trajectory Generalization for Offline Reinforcement Learning
  16 Apr 2024 0 repositories listed
• Achieving Constant Regret in Linear Markov Decision Processes
  16 Apr 2024 0 repositories listed
• Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning
  16 Apr 2024 0 repositories listed
• Autonomous Path Planning for Intercostal Robotic Ultrasound Imaging Using Reinforcement Learning
  15 Apr 2024 0 repositories listed
• Effective Reinforcement Learning Based on Structural Information Principles
  15 Apr 2024 0 repositories listed
• Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
  15 Apr 2024 0 repositories listed
• The Feasibility of Constrained Reinforcement Learning Algorithms: A Tutorial Study
  15 Apr 2024 0 repositories listed
• Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
  14 Apr 2024 0 repositories listed
• SmartPathfinder: Pushing the Limits of Heuristic Solutions for Vehicle Routing Problem with Drones Using Reinforcement Learning
  13 Apr 2024 0 repositories listed
• Efficient Duple Perturbation Robustness in Low-rank MDPs
  11 Apr 2024 0 repositories listed
• Enhancing Policy Gradient with the Polyak Step-Size Adaption
  11 Apr 2024 0 repositories listed
• FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning
  11 Apr 2024 0 repositories listed
• Leveraging Domain-Unlabeled Data in Offline Reinforcement Learning across Two Domains
  11 Apr 2024 0 repositories listed
• On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning
  11 Apr 2024 0 repositories listed
• Dual Ensemble Kalman Filter for Stochastic Optimal Control
  10 Apr 2024 0 repositories listed
• Reward Learning from Suboptimal Demonstrations with Applications in Surgical Electrocautery
  10 Apr 2024 0 repositories listed
• UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach
  10 Apr 2024 0 repositories listed
• Adaptable Recovery Behaviors in Robotics: A Behavior Trees and Motion Generators(BTMG) Approach for Failure Management
  9 Apr 2024 0 repositories listed
• Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
  9 Apr 2024 0 repositories listed
• Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning
  9 Apr 2024 0 repositories listed
• FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback
  7 Apr 2024 0 repositories listed
• Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning
  6 Apr 2024 0 repositories listed
• Enhancing IoT Intelligence: A Transformer-based Reinforcement Learning Methodology
  5 Apr 2024 0 repositories listed
• A Reinforcement Learning based Reset Policy for CDCL SAT Solvers
  4 Apr 2024 0 repositories listed
• Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithm
  4 Apr 2024 0 repositories listed
• Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning
  4 Apr 2024 0 repositories listed
• REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning
  4 Apr 2024 0 repositories listed
• Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilation
  3 Apr 2024 0 repositories listed
• Reinforcement Learning in Categorical Cybernetics
  3 Apr 2024 0 repositories listed
• Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation
  2 Apr 2024 0 repositories listed
• Asymptotics of Language Model Alignment
  2 Apr 2024 0 repositories listed
• Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning
  2 Apr 2024 0 repositories listed
• Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning
  2 Apr 2024 0 repositories listed
• MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control
  1 Apr 2024 0 repositories listed
• Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration
  31 Mar 2024 0 repositories listed
• Utilizing Maximum Mean Discrepancy Barycenter for Propagating the Uncertainty of Value Functions in Reinforcement Learning
  31 Mar 2024 0 repositories listed
• Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods
  30 Mar 2024 0 repositories listed
• CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning
  29 Mar 2024 0 repositories listed
• Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
  29 Mar 2024 0 repositories listed
• Molecular Generative Adversarial Network with Multi-Property Optimization
  29 Mar 2024 0 repositories listed
• Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering
  29 Mar 2024 0 repositories listed
• Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
  28 Mar 2024 0 repositories listed
• Offline Imitation Learning from Multiple Baselines with Applications to Compiler Optimization
  28 Mar 2024 0 repositories listed
• Reinforcement Learning in Agent-Based Market Simulation: Unveiling Realistic Stylized Facts and Behavior
  28 Mar 2024 0 repositories listed
• CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning
  27 Mar 2024 0 repositories listed
• FPGA-Based Neural Thrust Controller for UAVs
  27 Mar 2024 0 repositories listed
• Image Deraining via Self-supervised Reinforcement Learning
  27 Mar 2024 0 repositories listed
• Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving
  27 Mar 2024 0 repositories listed
• LORD: Large Models based Opposite Reward Design for Autonomous Driving
  27 Mar 2024 0 repositories listed
• Probabilistic Model Checking of Stochastic Reinforcement Learning Policies
  27 Mar 2024 0 repositories listed
• Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
  27 Mar 2024 0 repositories listed
• Safe and Robust Reinforcement Learning: Principles and Practice
  27 Mar 2024 0 repositories listed
• Towards Human-Centered Construction Robotics: A Reinforcement Learning-Driven Companion Robot for Contextually Assisting Carpentry Workers
  27 Mar 2024 0 repositories listed
• Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
  26 Mar 2024 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.