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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 30 of 59: papers 2,901 to 3,000 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.

• Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multi-Agent DRL Approach
  24 Aug 2023 0 repositories listed
• A Mobile Data-Driven Hierarchical Deep Reinforcement Learning Approach for Real-time Demand-Responsive Railway Rescheduling and Station Overcrowding Mitigation
  23 Aug 2023 0 repositories listed
• Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning
  22 Aug 2023 0 repositories listed
• A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks
  21 Aug 2023 0 repositories listed
• Deep Reinforcement Learning for Artificial Upwelling Energy Management
  20 Aug 2023 0 repositories listed
• ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration
  19 Aug 2023 0 repositories listed
• Learning Computational Efficient Bots with Costly Features
  18 Aug 2023 0 repositories listed
• Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
  18 Aug 2023 0 repositories listed
• Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning
  18 Aug 2023 0 repositories listed
• Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks
  17 Aug 2023 0 repositories listed
• A Robust Integrated Multi-Strategy Bus Control System via Deep Reinforcement Learning
  16 Aug 2023 0 repositories listed
• Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach
  16 Aug 2023 0 repositories listed
• Deep reinforcement learning for process design: Review and perspective
  15 Aug 2023 0 repositories listed
• Adaptive Tracking of a Single-Rigid-Body Character in Various Environments
  14 Aug 2023 0 repositories listed
• CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning
  12 Aug 2023 0 repositories listed
• Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding
  11 Aug 2023 0 repositories listed
• A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control
  10 Aug 2023 0 repositories listed
• Commodities Trading through Deep Policy Gradient Methods
  10 Aug 2023 0 repositories listed
• Adversarial Deep Reinforcement Learning for Cyber Security in Software Defined Networks
  9 Aug 2023 0 repositories listed
• Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks
  8 Aug 2023 0 repositories listed
• Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions
  8 Aug 2023 0 repositories listed
• Heterogeneous 360 Degree Videos in Metaverse: Differentiated Reinforcement Learning Approaches
  8 Aug 2023 0 repositories listed
• A Safe DRL Method for Fast Solution of Real-Time Optimal Power Flow
  7 Aug 2023 0 repositories listed
• Intelligence-Endogenous Management Platform for Computing and Network Convergence
  7 Aug 2023 0 repositories listed
• Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning
  7 Aug 2023 0 repositories listed
• Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control
  5 Aug 2023 0 repositories listed
• Vehicles Control: Collision Avoidance using Federated Deep Reinforcement Learning
  4 Aug 2023 0 repositories listed
• Avoidance Navigation Based on Offline Pre-Training Reinforcement Learning
  3 Aug 2023 0 repositories listed
• Controlling the Solo12 Quadruped Robot with Deep Reinforcement Learning
  2 Aug 2023 0 repositories listed
• Caching-at-STARS: the Next Generation Edge Caching
  1 Aug 2023 0 repositories listed
• Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits
  1 Aug 2023 0 repositories listed
• Multi-goal Audio-visual Navigation using Sound Direction Map
  1 Aug 2023 0 repositories listed
• Target Search and Navigation in Heterogeneous Robot Systems with Deep Reinforcement Learning
  1 Aug 2023 0 repositories listed
• Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems
  31 Jul 2023 0 repositories listed
• Dynamic deep-reinforcement-learning algorithm in Partially Observed Markov Decision Processes
  29 Jul 2023 0 repositories listed
• Autonomous Payload Thermal Control
  28 Jul 2023 0 repositories listed
• An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading
  27 Jul 2023 0 repositories listed
• Evaluation of Safety Constraints in Autonomous Navigation with Deep Reinforcement Learning
  27 Jul 2023 0 repositories listed
• Deep Reinforcement Learning for Robust Goal-Based Wealth Management
  25 Jul 2023 0 repositories listed
• Multi-UAV Speed Control with Collision Avoidance and Handover-aware Cell Association: DRL with Action Branching
  24 Jul 2023 0 repositories listed
• QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network
  24 Jul 2023 0 repositories listed
• Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning
  22 Jul 2023 0 repositories listed
• Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing
  21 Jul 2023 0 repositories listed
• Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning
  20 Jul 2023 0 repositories listed
• A Decision Making Framework for Recommended Maintenance of Road Segments
  19 Jul 2023 0 repositories listed
• A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones
  19 Jul 2023 0 repositories listed
• Amortised Design Optimization for Item Response Theory
  19 Jul 2023 0 repositories listed
• Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL-based Two-timescale Approach
  19 Jul 2023 0 repositories listed
• Robust Driving Policy Learning with Guided Meta Reinforcement Learning
  19 Jul 2023 0 repositories listed
• Mining of Single-Class by Active Learning for Semantic Segmentation
  18 Jul 2023 0 repositories listed
• A Novel Multiagent Flexibility Aggregation Framework
  17 Jul 2023 0 repositories listed
• Deep reinforcement learning for the dynamic vehicle dispatching problem: An event-based approach
  13 Jul 2023 0 repositories listed
• Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning
  13 Jul 2023 0 repositories listed
• A Survey From Distributed Machine Learning to Distributed Deep Learning
  11 Jul 2023 0 repositories listed
• Multiobjective Hydropower Reservoir Operation Optimization with Transformer-Based Deep Reinforcement Learning
  11 Jul 2023 0 repositories listed
• UAV Trajectory Optimization for Directional THz Links Using Deep Reinforcement Learning
  8 Jul 2023 0 repositories listed
• Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization
  7 Jul 2023 0 repositories listed
• Enhancing the Robustness of QMIX against State-adversarial Attacks
  3 Jul 2023 0 repositories listed
• GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds
  3 Jul 2023 0 repositories listed
• Asset correlation based deep reinforcement learning for the portfolio selection
  1 Jul 2023 0 repositories listed
• Federated Multi-Agent Deep Reinforcement Learning for Dynamic and Flexible 3D Operation of 5G Multi-MAP Networks
  30 Jun 2023 0 repositories listed
• Resetting the Optimizer in Deep RL: An Empirical Study
  30 Jun 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning
  29 Jun 2023 0 repositories listed
• Identifying Important Sensory Feedback for Learning Locomotion Skills
  29 Jun 2023 0 repositories listed
• Learning Environment Models with Continuous Stochastic Dynamics
  29 Jun 2023 0 repositories listed
• Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs
  28 Jun 2023 0 repositories listed
• Structure in Deep Reinforcement Learning: A Survey and Open Problems
  28 Jun 2023 0 repositories listed
• Cost-Effective Task Offloading Scheduling for Hybrid Mobile Edge-Quantum Computing
  26 Jun 2023 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction
  26 Jun 2023 0 repositories listed
• Safety-Critical Scenario Generation Via Reinforcement Learning Based Editing
  25 Jun 2023 0 repositories listed
• Task-Oriented Semantics-Aware Communication for Wireless UAV Control and Command Transmission
  25 Jun 2023 0 repositories listed
• Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query
  24 Jun 2023 0 repositories listed
• Multi-agent Deep Reinforcement Learning for Distributed Load Restoration
  24 Jun 2023 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning with Global State Prediction
  22 Jun 2023 0 repositories listed
• MP3: Movement Primitive-Based (Re-)Planning Policy
  22 Jun 2023 0 repositories listed
• Sum-Rate Maximization of RSMA-based Aerial Communications with Energy Harvesting: A Reinforcement Learning Approach
  22 Jun 2023 0 repositories listed
• Introspective Action Advising for Interpretable Transfer Learning
  21 Jun 2023 0 repositories listed
• Autonomous Driving with Deep Reinforcement Learning in CARLA Simulation
  20 Jun 2023 0 repositories listed
• Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication
  20 Jun 2023 0 repositories listed
• Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning
  20 Jun 2023 0 repositories listed
• Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning
  20 Jun 2023 0 repositories listed
• Safe, Efficient, Comfort, and Energy-saving Automated Driving through Roundabout Based on Deep Reinforcement Learning
  20 Jun 2023 0 repositories listed
• Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management
  19 Jun 2023 0 repositories listed
• Deep Reinforcement Learning for ESG financial portfolio management
  19 Jun 2023 0 repositories listed
• Integrating Tick-level Data and Periodical Signal for High-frequency Market Making
  19 Jun 2023 0 repositories listed
• DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning
  16 Jun 2023 0 repositories listed
• Attention-based Open RAN Slice Management using Deep Reinforcement Learning
  15 Jun 2023 0 repositories listed
• Evolutionary Curriculum Training for DRL-Based Navigation Systems
  15 Jun 2023 0 repositories listed
• Inroads into Autonomous Network Defence using Explained Reinforcement Learning
  15 Jun 2023 0 repositories listed
• Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving
  15 Jun 2023 0 repositories listed
• Carbon emissions and sustainability of launching 5G mobile networks in China
  14 Jun 2023 0 repositories listed
• Deep Policy Gradient Methods in Commodity Markets
  14 Jun 2023 0 repositories listed
• Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance
  13 Jun 2023 0 repositories listed
• Multi-market Energy Optimization with Renewables via Reinforcement Learning
  13 Jun 2023 0 repositories listed
• Using Collision Momentum in Deep Reinforcement Learning Based Adversarial Pedestrian Modeling
  13 Jun 2023 0 repositories listed
• DeepTransition: Viability Leads to the Emergence of Gait Transitions in Learning Anticipatory Quadrupedal Locomotion Skills
  12 Jun 2023 0 repositories listed
• Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles
  12 Jun 2023 0 repositories listed
• Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications
  11 Jun 2023 0 repositories listed
• UAV Trajectory and Multi-User Beamforming Optimization for Clustered Users Against Passive Eavesdropping Attacks With Unknown CSI
  11 Jun 2023 0 repositories listed
• Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
  9 Jun 2023 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.