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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 59 of 152: papers 5,801 to 5,900 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.

• Sampling from Energy-based Policies using Diffusion
  2 Oct 2024 0 repositories listed
• Scalable Reinforcement Learning-based Neural Architecture Search
  2 Oct 2024 0 repositories listed
• Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
  2 Oct 2024 0 repositories listed
• Personalisation via Dynamic Policy Fusion
  30 Sep 2024 0 repositories listed
• Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner
  30 Sep 2024 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning
  30 Sep 2024 0 repositories listed
• Analysis on Riemann Hypothesis with Cross Entropy Optimization and Reasoning
  29 Sep 2024 0 repositories listed
• Focus On What Matters: Separated Models For Visual-Based RL Generalization
  29 Sep 2024 0 repositories listed
• Grounded Curriculum Learning
  29 Sep 2024 0 repositories listed
• Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
  28 Sep 2024 0 repositories listed
• Learning to Bridge the Gap: Efficient Novelty Recovery with Planning and Reinforcement Learning
  28 Sep 2024 0 repositories listed
• Strongly-polynomial time and validation analysis of policy gradient methods
  28 Sep 2024 0 repositories listed
• Cost-Aware Dynamic Cloud Workflow Scheduling using Self-Attention and Evolutionary Reinforcement Learning
  27 Sep 2024 0 repositories listed
• Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning
  27 Sep 2024 0 repositories listed
• TemporalPaD: a reinforcement-learning framework for temporal feature representation and dimension reduction
  27 Sep 2024 0 repositories listed
• Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards
  26 Sep 2024 0 repositories listed
• LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
  26 Sep 2024 0 repositories listed
• Optimizing Downlink C-NOMA Transmission with Movable Antennas: A DDPG-based Approach
  26 Sep 2024 0 repositories listed
• A random measure approach to reinforcement learning in continuous time
  25 Sep 2024 0 repositories listed
• Asynchronous Fractional Multi-Agent Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing
  25 Sep 2024 0 repositories listed
• Learning with Dynamics: Autonomous Regulation of UAV Based Communication Networks with Dynamic UAV Crew
  25 Sep 2024 0 repositories listed
• Offline and Distributional Reinforcement Learning for Radio Resource Management
  25 Sep 2024 0 repositories listed
• OffRIPP: Offline RL-based Informative Path Planning
  25 Sep 2024 0 repositories listed
• On-orbit Servicing for Spacecraft Collision Avoidance With Autonomous Decision Making
  25 Sep 2024 0 repositories listed
• Revisiting Space Mission Planning: A Reinforcement Learning-Guided Approach for Multi-Debris Rendezvous
  25 Sep 2024 0 repositories listed
• From Goal-Conditioned to Language-Conditioned Agents via Vision-Language Models
  24 Sep 2024 0 repositories listed
• Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm
  24 Sep 2024 0 repositories listed
• Reinforcement Leaning for Infinite-Dimensional Systems
  24 Sep 2024 0 repositories listed
• Whole-body End-Effector Pose Tracking
  24 Sep 2024 0 repositories listed
• A novel agent with formal goal-reaching guarantees: an experimental study with a mobile robot
  23 Sep 2024 0 repositories listed
• CANDERE-COACH: Reinforcement Learning from Noisy Feedback
  23 Sep 2024 0 repositories listed
• Energy Saving in 6G O-RAN Using DQN-based xApp
  23 Sep 2024 0 repositories listed
• Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach
  23 Sep 2024 0 repositories listed
• Physics Enhanced Residual Policy Learning (PERPL) for safety cruising in mixed traffic platooning under actuator and communication delay
  23 Sep 2024 0 repositories listed
• A Distribution-Aware Flow-Matching for Generating Unstructured Data for Few-Shot Reinforcement Learning
  21 Sep 2024 0 repositories listed
• MAGICS: Adversarial RL with Minimax Actors Guided by Implicit Critic Stackelberg for Convergent Neural Synthesis of Robot Safety
  20 Sep 2024 0 repositories listed
• OMG-RL:Offline Model-based Guided Reward Learning for Heparin Treatment
  20 Sep 2024 0 repositories listed
• Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling
  20 Sep 2024 0 repositories listed
• SoloParkour: Constrained Reinforcement Learning for Visual Locomotion from Privileged Experience
  20 Sep 2024 0 repositories listed
• Assessing the Zero-Shot Capabilities of LLMs for Action Evaluation in RL
  19 Sep 2024 0 repositories listed
• Disentangling Recognition and Decision Regrets in Image-Based Reinforcement Learning
  19 Sep 2024 0 repositories listed
• TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
  19 Sep 2024 0 repositories listed
• The Central Role of the Loss Function in Reinforcement Learning
  19 Sep 2024 0 repositories listed
• An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems
  18 Sep 2024 0 repositories listed
• Data-Efficient Quadratic Q-Learning Using LMIs
  18 Sep 2024 0 repositories listed
• IMRL: Integrating Visual, Physical, Temporal, and Geometric Representations for Enhanced Food Acquisition
  18 Sep 2024 0 repositories listed
• Reinforcement Learning as an Improvement Heuristic for Real-World Production Scheduling
  18 Sep 2024 0 repositories listed
• A Reinforcement Learning Environment for Automatic Code Optimization in the MLIR Compiler
  17 Sep 2024 0 repositories listed
• On-policy Actor-Critic Reinforcement Learning for Multi-UAV Exploration
  17 Sep 2024 0 repositories listed
• An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
  16 Sep 2024 0 repositories listed
• Instigating Cooperation among LLM Agents Using Adaptive Information Modulation
  16 Sep 2024 0 repositories listed
• Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers
  16 Sep 2024 0 repositories listed
• Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers
  16 Sep 2024 0 repositories listed
• Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies
  16 Sep 2024 0 repositories listed
• KAN v.s. MLP for Offline Reinforcement Learning
  15 Sep 2024 0 repositories listed
• Mitigating Dimensionality in 2D Rectangle Packing Problem under Reinforcement Learning Schema
  15 Sep 2024 0 repositories listed
• PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion
  14 Sep 2024 0 repositories listed
• Average-Reward Maximum Entropy Reinforcement Learning for Underactuated Double Pendulum Tasks
  13 Sep 2024 0 repositories listed
• Batch Ensemble for Variance Dependent Regret in Stochastic Bandits
  13 Sep 2024 0 repositories listed
• CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks
  13 Sep 2024 0 repositories listed
• Quasimetric Value Functions with Dense Rewards
  13 Sep 2024 0 repositories listed
• Digital Twin for Autonomous Guided Vehicles based on Integrated Sensing and Communications
  12 Sep 2024 0 repositories listed
• Hand-Object Interaction Pretraining from Videos
  12 Sep 2024 0 repositories listed
• Optimal Management of Grid-Interactive Efficient Buildings via Safe Reinforcement Learning
  12 Sep 2024 0 repositories listed
• Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning
  12 Sep 2024 0 repositories listed
• Learning Efficient Recursive Numeral Systems via Reinforcement Learning
  11 Sep 2024 0 repositories listed
• Online Decision MetaMorphFormer: A Casual Transformer-Based Reinforcement Learning Framework of Universal Embodied Intelligence
  11 Sep 2024 0 repositories listed
• Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a Model Zoo
  10 Sep 2024 0 repositories listed
• Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rollout
  10 Sep 2024 0 repositories listed
• An Introduction to Quantum Reinforcement Learning (QRL)
  9 Sep 2024 0 repositories listed
• BAMDP Shaping: a Unified Theoretical Framework for Intrinsic Motivation and Reward Shaping
  9 Sep 2024 0 repositories listed
• BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design
  9 Sep 2024 0 repositories listed
• Forward KL Regularized Preference Optimization for Aligning Diffusion Policies
  9 Sep 2024 0 repositories listed
• Markov Chain Variance Estimation: A Stochastic Approximation Approach
  9 Sep 2024 0 repositories listed
• Causality-Driven Reinforcement Learning for Joint Communication and Sensing
  7 Sep 2024 0 repositories listed
• Reward Guidance for Reinforcement Learning Tasks Based on Large Language Models: The LMGT Framework
  7 Sep 2024 0 repositories listed
• Reinforcement Learning-Based Adaptive Load Balancing for Dynamic Cloud Environments
  7 Sep 2024 0 repositories listed
• Reinforcement Learning for Rate Maximization in IRS-aided OWC Networks
  7 Sep 2024 0 repositories listed
• Reward-Directed Score-Based Diffusion Models via q-Learning
  7 Sep 2024 0 repositories listed
• Sample and Oracle Efficient Reinforcement Learning for MDPs with Linearly-Realizable Value Functions
  7 Sep 2024 0 repositories listed
• Gaussian-Mixture-Model Q-Functions for Reinforcement Learning by Riemannian Optimization
  6 Sep 2024 0 repositories listed
• CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning
  5 Sep 2024 0 repositories listed
• Differentiable Discrete Event Simulation for Queuing Network Control
  5 Sep 2024 0 repositories listed
• InfraLib: Enabling Reinforcement Learning and Decision-Making for Large-Scale Infrastructure Management
  5 Sep 2024 0 repositories listed
• Reinforcement Learning Approach to Optimizing Profilometric Sensor Trajectories for Surface Inspection
  5 Sep 2024 0 repositories listed
• Robust synchronization and policy adaptation for networked heterogeneous agents
  5 Sep 2024 0 repositories listed
• Enhancing Information Freshness: An AoI Optimized Markov Decision Process Dedicated In the Underwater Task
  4 Sep 2024 0 repositories listed
• Large Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement Learning
  4 Sep 2024 0 repositories listed
• Tractable Offline Learning of Regular Decision Processes
  4 Sep 2024 0 repositories listed
• Reinforcement Learning-enabled Satellite Constellation Reconfiguration and Retasking for Mission-Critical Applications
  3 Sep 2024 0 repositories listed
• State and Action Factorization in Power Grids
  3 Sep 2024 0 repositories listed
• Grounding Language Models in Autonomous Loco-manipulation Tasks
  2 Sep 2024 0 repositories listed
• Foundations of Multivariate Distributional Reinforcement Learning
  31 Aug 2024 0 repositories listed
• Robust off-policy Reinforcement Learning via Soft Constrained Adversary
  31 Aug 2024 0 repositories listed
• Discovery of False Data Injection Schemes on Frequency Controllers with Reinforcement Learning
  30 Aug 2024 0 repositories listed
• AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN
  29 Aug 2024 0 repositories listed
• On Convergence of Average-Reward Q-Learning in Weakly Communicating Markov Decision Processes
  29 Aug 2024 0 repositories listed
• Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion
  28 Aug 2024 0 repositories listed
• Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games
  28 Aug 2024 0 repositories listed
• Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning
  28 Aug 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.