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Deep Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 5,822 · with a code link: 1,739 · where Syntology ran a sample: 398 (340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (398 of 5,822 tagged: 340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument)

Page 20 of 59: papers 1,901 to 2,000 of 5,822, 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.

• Deep Reinforcement Learning-based Video-Haptic Radio Resource Slicing in Tactile Internet
  18 Mar 2025 0 repositories listed
• SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning
  17 Mar 2025 0 repositories listed
• EmoBipedNav: Emotion-aware Social Navigation for Bipedal Robots with Deep Reinforcement Learning
  16 Mar 2025 0 repositories listed
• Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization
  16 Mar 2025 0 repositories listed
• Adaptive Torque Control of Exoskeletons under Spasticity Conditions via Reinforcement Learning
  14 Mar 2025 0 repositories listed
• Exploring Competitive and Collusive Behaviors in Algorithmic Pricing with Deep Reinforcement Learning
  14 Mar 2025 0 repositories listed
• Low-cost Real-world Implementation of the Swing-up Pendulum for Deep Reinforcement Learning Experiments
  14 Mar 2025 0 repositories listed
• Training Directional Locomotion for Quadrupedal Low-Cost Robotic Systems via Deep Reinforcement Learning
  14 Mar 2025 0 repositories listed
• A nonlinear real time capable motion cueing algorithm based on deep reinforcement learning
  13 Mar 2025 0 repositories listed
• A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks
  12 Mar 2025 0 repositories listed
• Rule-Guided Reinforcement Learning Policy Evaluation and Improvement
  12 Mar 2025 0 repositories listed
• Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds
  12 Mar 2025 0 repositories listed
• Balancing SoC in Battery Cells using Safe Action Perturbations
  11 Mar 2025 0 repositories listed
• Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
  11 Mar 2025 0 repositories listed
• AI-driven control of bioelectric signalling for real-time topological reorganization of cells
  10 Mar 2025 0 repositories listed
• Cost-Effective Design of Grid-tied Community Microgrid
  10 Mar 2025 0 repositories listed
• Research and Design on Intelligent Recognition of Unordered Targets for Robots Based on Reinforcement Learning
  10 Mar 2025 0 repositories listed
• Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach
  9 Mar 2025 0 repositories listed
• Pull-Based Query Scheduling for Goal-Oriented Semantic Communication
  9 Mar 2025 0 repositories listed
• ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning
  8 Mar 2025 0 repositories listed
• Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation
  7 Mar 2025 0 repositories listed
• Impoola: The Power of Average Pooling for Image-Based Deep Reinforcement Learning
  7 Mar 2025 0 repositories listed
• AOLO: Analysis and Optimization For Low-Carbon Oriented Wireless Large Language Model Services
  6 Mar 2025 0 repositories listed
• Can We Optimize Deep RL Policy Weights as Trajectory Modeling?
  6 Mar 2025 0 repositories listed
• Multi-Agent Inverse Q-Learning from Demonstrations
  6 Mar 2025 0 repositories listed
• PALo: Learning Posture-Aware Locomotion for Quadruped Robots
  6 Mar 2025 0 repositories listed
• Less is more? Rewards in RL for Cyber Defence
  5 Mar 2025 0 repositories listed
• Koopman-Based Generalization of Deep Reinforcement Learning With Application to Wireless Communications
  4 Mar 2025 0 repositories listed
• Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization
  3 Mar 2025 0 repositories listed
• An energy-efficient learning solution for the Agile Earth Observation Satellite Scheduling Problem
  3 Mar 2025 0 repositories listed
• Deep Reinforcement Learning-Based User Association in Hybrid LiFi/WiFi Indoor Networks
  3 Mar 2025 0 repositories listed
• Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment
  3 Mar 2025 0 repositories listed
• The Role of Deep Learning in Financial Asset Management: A Systematic Review
  3 Mar 2025 0 repositories listed
• PINN-DT: Optimizing Energy Consumption in Smart Building Using Hybrid Physics-Informed Neural Networks and Digital Twin Framework with Blockchain Security
  1 Mar 2025 0 repositories listed
• Shaping Laser Pulses with Reinforcement Learning
  1 Mar 2025 0 repositories listed
• Traffic Priority-Aware 5G NR-U/Wi-Fi Coexistence with Deep Reinforcement Learning
  1 Mar 2025 0 repositories listed
• Hierarchical and Modular Network on Non-prehensile Manipulation in General Environments
  28 Feb 2025 0 repositories listed
• Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control
  28 Feb 2025 0 repositories listed
• A Generative Model Enhanced Multi-Agent Reinforcement Learning Method for Electric Vehicle Charging Navigation
  27 Feb 2025 0 repositories listed
• Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application
  27 Feb 2025 0 repositories listed
• Improving the Efficiency of a Deep Reinforcement Learning-Based Power Management System for HPC Clusters Using Curriculum Learning
  27 Feb 2025 0 repositories listed
• A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse
  26 Feb 2025 0 repositories listed
• DRL-Based Secure Spectrum-Reuse D2D Communications with RIS Assistance
  26 Feb 2025 0 repositories listed
• Recurrent Auto-Encoders for Enhanced Deep Reinforcement Learning in Wilderness Search and Rescue Planning
  26 Feb 2025 0 repositories listed
• Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning
  26 Feb 2025 0 repositories listed
• Applications of deep reinforcement learning to urban transit network design
  25 Feb 2025 0 repositories listed
• Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric
  25 Feb 2025 0 repositories listed
• Target Defense with Multiple Defenders and an Agile Attacker via Residual Policy Learning
  25 Feb 2025 0 repositories listed
• Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results
  25 Feb 2025 0 repositories listed
• Distributed Coordination for Heterogeneous Non-Terrestrial Networks
  24 Feb 2025 0 repositories listed
• Event-Based Limit Order Book Simulation under a Neural Hawkes Process: Application in Market-Making
  24 Feb 2025 0 repositories listed
• Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation
  24 Feb 2025 0 repositories listed
• Facilitating Emergency Vehicle Passage in Congested Urban Areas Using Multi-agent Deep Reinforcement Learning
  23 Feb 2025 0 repositories listed
• Exploring Sentiment Manipulation by LLM-Enabled Intelligent Trading Agents
  22 Feb 2025 0 repositories listed
• Human-AI Collaboration in Cloud Security: Cognitive Hierarchy-Driven Deep Reinforcement Learning
  22 Feb 2025 0 repositories listed
• Hyperspherical Normalization for Scalable Deep Reinforcement Learning
  21 Feb 2025 0 repositories listed Syntology 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning
  21 Feb 2025 0 repositories listed
• SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning
  21 Feb 2025 0 repositories listed
• Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications
  20 Feb 2025 0 repositories listed
• SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics
  20 Feb 2025 0 repositories listed
• Atomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocation
  19 Feb 2025 0 repositories listed
• Improving Collision-Free Success Rate For Object Goal Visual Navigation Via Two-Stage Training With Collision Prediction
  19 Feb 2025 0 repositories listed
• Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning
  19 Feb 2025 0 repositories listed
• A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem
  18 Feb 2025 0 repositories listed
• A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models
  18 Feb 2025 0 repositories listed
• Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control
  18 Feb 2025 0 repositories listed
• Finding Optimal Trading History in Reinforcement Learning for Stock Market Trading
  18 Feb 2025 0 repositories listed
• Learning a High-quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum
  18 Feb 2025 0 repositories listed
• NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches
  18 Feb 2025 0 repositories listed
• Hovering Flight of Soft-Actuated Insect-Scale Micro Aerial Vehicles using Deep Reinforcement Learning
  17 Feb 2025 0 repositories listed
• Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning
  17 Feb 2025 0 repositories listed
• Massively Scaling Explicit Policy-conditioned Value Functions
  17 Feb 2025 0 repositories listed
• Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning
  17 Feb 2025 0 repositories listed
• TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems
  17 Feb 2025 0 repositories listed
• Deep Reinforcement Learning-Based Bidding Strategies for Prosumers Trading in Double Auction-Based Transactive Energy Market
  16 Feb 2025 0 repositories listed
• Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning
  16 Feb 2025 0 repositories listed
• Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach
  16 Feb 2025 0 repositories listed
• Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents
  15 Feb 2025 0 repositories listed
• AoI-Sensitive Data Forwarding with Distributed Beamforming in UAV-Assisted IoT
  13 Feb 2025 0 repositories listed
• Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception
  12 Feb 2025 0 repositories listed
• Improve the Training Efficiency of DRL for Wireless Communication Resource Allocation: The Role of Generative Diffusion Models
  11 Feb 2025 0 repositories listed
• MIGT: Memory Instance Gated Transformer Framework for Financial Portfolio Management
  11 Feb 2025 0 repositories listed
• PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy
  11 Feb 2025 0 repositories listed
• UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning
  11 Feb 2025 0 repositories listed
• Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game
  10 Feb 2025 0 repositories listed
• Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures
  10 Feb 2025 0 repositories listed
• Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning
  9 Feb 2025 0 repositories listed
• Motion Control in Multi-Rotor Aerial Robots Using Deep Reinforcement Learning
  9 Feb 2025 0 repositories listed
• A Survey on Explainable Deep Reinforcement Learning
  8 Feb 2025 0 repositories listed
• Closing the Responsibility Gap in AI-based Network Management: An Intelligent Audit System Approach
  8 Feb 2025 0 repositories listed
• A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach
  7 Feb 2025 0 repositories listed
• Fast Adaptive Anti-Jamming Channel Access via Deep Q Learning and Coarse-Grained Spectrum Prediction
  7 Feb 2025 0 repositories listed
• Seasonal Station-Keeping of Short Duration High Altitude Balloons using Deep Reinforcement Learning
  7 Feb 2025 0 repositories listed
• STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion
  7 Feb 2025 0 repositories listed
• Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation
  6 Feb 2025 0 repositories listed
• Deep Reinforcement Learning-Based Optimization of Second-Life Battery Utilization in Electric Vehicles Charging Stations
  5 Feb 2025 0 repositories listed
• Lightweight Authenticated Task Offloading in 6G-Cloud Vehicular Twin Networks
  5 Feb 2025 0 repositories listed
• Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer
  4 Feb 2025 0 repositories listed
• MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning
  4 Feb 2025 0 repositories listed
• Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards
  4 Feb 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.