Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 55

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 55 of 152: papers 5,401 to 5,500 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.

• RAPID: Robust and Agile Planner Using Inverse Reinforcement Learning for Vision-Based Drone Navigation
  4 Feb 2025 0 repositories listed
• VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
  4 Feb 2025 0 repositories listed
• ACECODER: Acing Coder RL via Automated Test-Case Synthesis
  3 Feb 2025 0 repositories listed
• Dynamic object goal pushing with mobile manipulators through model-free constrained reinforcement learning
  3 Feb 2025 0 repositories listed
• Preference VLM: Leveraging VLMs for Scalable Preference-Based Reinforcement Learning
  3 Feb 2025 0 repositories listed
• Reinforcement Learning for Long-Horizon Interactive LLM Agents
  3 Feb 2025 0 repositories listed
• Reinforcement Learning with Segment Feedback
  3 Feb 2025 0 repositories listed
• Resilient UAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning
  3 Feb 2025 0 repositories listed
• The Differences Between Direct Alignment Algorithms are a Blur
  3 Feb 2025 0 repositories listed
• Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning
  3 Feb 2025 0 repositories listed
• Zeroth-order Informed Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer
  2 Feb 2025 0 repositories listed
• A Differentiated Reward Method for Reinforcement Learning based Multi-Vehicle Cooperative Decision-Making Algorithms
  1 Feb 2025 0 repositories listed
• Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
  1 Feb 2025 0 repositories listed
• Model-Free Predictive Control: Introductory Algebraic Calculations, and a Comparison with HEOL and ANNs
  1 Feb 2025 0 repositories listed
• Decorrelated Soft Actor-Critic for Efficient Deep Reinforcement Learning
  31 Jan 2025 0 repositories listed
• O-MAPL: Offline Multi-agent Preference Learning
  31 Jan 2025 0 repositories listed
• Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks
  31 Jan 2025 0 repositories listed
• RLS3: RL-Based Synthetic Sample Selection to Enhance Spatial Reasoning in Vision-Language Models for Indoor Autonomous Perception
  31 Jan 2025 0 repositories listed
• Towards Physiologically Sensible Predictions via the Rule-based Reinforcement Learning Layer
  31 Jan 2025 0 repositories listed
• B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning
  30 Jan 2025 0 repositories listed
• Model-Free RL Agents Demonstrate System 1-Like Intentionality
  30 Jan 2025 0 repositories listed
• A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning
  29 Jan 2025 0 repositories listed
• From Sparse to Dense: Toddler-inspired Reward Transition in Goal-Oriented Reinforcement Learning
  29 Jan 2025 0 repositories listed
• Reinforcement-Learning Portfolio Allocation with Dynamic Embedding of Market Information
  29 Jan 2025 0 repositories listed
• RL-based Query Rewriting with Distilled LLM for online E-Commerce Systems
  29 Jan 2025 0 repositories listed
• Challenges in Ensuring AI Safety in DeepSeek-R1 Models: The Shortcomings of Reinforcement Learning Strategies
  28 Jan 2025 0 repositories listed
• Exploratory Mean-Variance Portfolio Optimization with Regime-Switching Market Dynamics
  28 Jan 2025 0 repositories listed
• Heterogeneity-aware Personalized Federated Learning via Adaptive Dual-Agent Reinforcement Learning
  28 Jan 2025 0 repositories listed
• Improving Vision-Language-Action Model with Online Reinforcement Learning
  28 Jan 2025 0 repositories listed
• Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care
  28 Jan 2025 0 repositories listed
• Safe Reinforcement Learning for Real-World Engine Control
  28 Jan 2025 0 repositories listed
• SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
  28 Jan 2025 0 repositories listed
• Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback
  27 Jan 2025 0 repositories listed
• FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities
  27 Jan 2025 0 repositories listed
• MPC4RL -- A Software Package for Reinforcement Learning based on Model Predictive Control
  27 Jan 2025 0 repositories listed
• Selective Experience Sharing in Reinforcement Learning Enhances Interference Management
  27 Jan 2025 0 repositories listed
• Towards General-Purpose Model-Free Reinforcement Learning
  27 Jan 2025 0 repositories listed Syntology 5 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Learning-Enhanced Safeguard Control for High-Relative-Degree Systems: Robust Optimization under Disturbances and Faults
  26 Jan 2025 0 repositories listed
• Data Center Cooling System Optimization Using Offline Reinforcement Learning
  25 Jan 2025 0 repositories listed
• Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction
  25 Jan 2025 0 repositories listed
• Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks
  24 Jan 2025 0 repositories listed
• Coordinating Ride-Pooling with Public Transit using Reward-Guided Conservative Q-Learning: An Offline Training and Online Fine-Tuning Reinforcement Learning Framework
  24 Jan 2025 0 repositories listed
• Towards Efficient Multi-Objective Optimisation for Real-World Power Grid Topology Control
  24 Jan 2025 0 repositories listed
• Large Language Model driven Policy Exploration for Recommender Systems
  23 Jan 2025 0 repositories listed
• AdaWM: Adaptive World Model based Planning for Autonomous Driving
  22 Jan 2025 0 repositories listed
• Deep Reinforcement Learning with Hybrid Intrinsic Reward Model
  22 Jan 2025 0 repositories listed
• Evolution and The Knightian Blindspot of Machine Learning
  22 Jan 2025 0 repositories listed
• Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning
  22 Jan 2025 0 repositories listed
• MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking
  22 Jan 2025 0 repositories listed
• On Generalization and Distributional Update for Mimicking Observations with Adequate Exploration
  22 Jan 2025 0 repositories listed
• Reinforcement learning Based Automated Design of Differential Evolution Algorithm for Black-box Optimization
  22 Jan 2025 0 repositories listed
• State Combinatorial Generalization In Decision Making With Conditional Diffusion Models
  22 Jan 2025 0 repositories listed
• Extend Adversarial Policy Against Neural Machine Translation via Unknown Token
  21 Jan 2025 0 repositories listed
• Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints
  21 Jan 2025 0 repositories listed
• RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
  21 Jan 2025 0 repositories listed
• RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
  20 Jan 2025 0 repositories listed
• Solving Finite-Horizon MDPs via Low-Rank Tensors
  17 Jan 2025 0 repositories listed
• From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation
  16 Jan 2025 0 repositories listed
• RE-POSE: Synergizing Reinforcement Learning-Based Partitioning and Offloading for Edge Object Detection
  16 Jan 2025 0 repositories listed
• Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
  16 Jan 2025 0 repositories listed
• Average-Reward Reinforcement Learning with Entropy Regularization
  15 Jan 2025 0 repositories listed
• Projection Implicit Q-Learning with Support Constraint for Offline Reinforcement Learning
  15 Jan 2025 0 repositories listed
• Reinforcement Learning-Enhanced Procedural Generation for Dynamic Narrative-Driven AR Experiences
  15 Jan 2025 0 repositories listed
• Decision Transformers for RIS-Assisted Systems with Diffusion Model-Based Channel Acquisition
  14 Jan 2025 0 repositories listed
• FDPP: Fine-tune Diffusion Policy with Human Preference
  14 Jan 2025 0 repositories listed
• Hybrid Action Based Reinforcement Learning for Multi-Objective Compatible Autonomous Driving
  14 Jan 2025 0 repositories listed
• Combining LLM decision and RL action selection to improve RL policy for adaptive interventions
  13 Jan 2025 0 repositories listed
• Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer
  13 Jan 2025 0 repositories listed
• RbRL2.0: Integrated Reward and Policy Learning for Rating-based Reinforcement Learning
  13 Jan 2025 0 repositories listed
• Average Reward Reinforcement Learning for Wireless Radio Resource Management
  12 Jan 2025 0 repositories listed
• DRDT3: Diffusion-Refined Decision Test-Time Training Model
  12 Jan 2025 0 repositories listed
• Pareto Set Learning for Multi-Objective Reinforcement Learning
  12 Jan 2025 0 repositories listed
• AlgoPilot: Fully Autonomous Program Synthesis Without Human-Written Programs
  11 Jan 2025 0 repositories listed
• Hierarchical Reinforcement Learning for Optimal Agent Grouping in Cooperative Systems
  11 Jan 2025 0 repositories listed
• Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing
  10 Jan 2025 0 repositories listed
• Diffusion Models for Smarter UAVs: Decision-Making and Modeling
  10 Jan 2025 0 repositories listed
• Investigating the Impact of Observation Space Design Choices On Training Reinforcement Learning Solutions for Spacecraft Problems
  10 Jan 2025 0 repositories listed
• Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform
  10 Jan 2025 0 repositories listed
• LearningFlow: Automated Policy Learning Workflow for Urban Driving with Large Language Models
  9 Jan 2025 0 repositories listed
• Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning
  8 Jan 2025 0 repositories listed
• Risk-averse policies for natural gas futures trading using distributional reinforcement learning
  8 Jan 2025 0 repositories listed
• Safe Reinforcement Learning with Minimal Supervision
  8 Jan 2025 0 repositories listed
• Explainable Reinforcement Learning via Temporal Policy Decomposition
  7 Jan 2025 0 repositories listed
• Run-and-tumble chemotaxis using reinforcement learning
  7 Jan 2025 0 repositories listed
• Interpretable Recognition of Fused Magnesium Furnace Working Conditions with Deep Convolutional Stochastic Configuration Networks
  6 Jan 2025 0 repositories listed
• Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes
  6 Jan 2025 0 repositories listed
• A New Interpretation of the Certainty-Equivalence Approach for PAC Reinforcement Learning with a Generative Model
  5 Jan 2025 0 repositories listed
• AMM: Adaptive Modularized Reinforcement Model for Multi-city Traffic Signal Control
  5 Jan 2025 0 repositories listed
• SR-Reward: Taking The Path More Traveled
  4 Jan 2025 0 repositories listed
• On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures
  3 Jan 2025 0 repositories listed
• Proposing Hierarchical Goal-Conditioned Policy Planning in Multi-Goal Reinforcement Learning
  3 Jan 2025 0 repositories listed
• A Graphical Approach to State Variable Selection in Off-policy Learning
  1 Jan 2025 0 repositories listed
• Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning
  1 Jan 2025 0 repositories listed
• RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler
  1 Jan 2025 0 repositories listed
• FORM: Learning Expressive and Transferable First-Order Logic Reward Machines
  31 Dec 2024 0 repositories listed
• Towards Unraveling and Improving Generalization in World Models
  31 Dec 2024 0 repositories listed
• An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework
  30 Dec 2024 0 repositories listed
• Isoperimetry is All We Need: Langevin Posterior Sampling for RL with Sublinear Regret
  30 Dec 2024 0 repositories listed
• UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI
  30 Dec 2024 0 repositories listed
• Weber-Fechner Law in Temporal Difference learning derived from Control as Inference
  30 Dec 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.