Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 25

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 25 of 59: papers 2,401 to 2,500 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.

• Optimizing Automatic Differentiation with Deep Reinforcement Learning
  7 Jun 2024 0 repositories listed Syntology 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 17 unverified (of 29 harvested samples)
• Sim-to-Real Transfer of Deep Reinforcement Learning Agents for Online Coverage Path Planning
  7 Jun 2024 0 repositories listed
• Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning
  6 Jun 2024 0 repositories listed
• GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model
  6 Jun 2024 0 repositories listed
• Stochastic Dynamic Network Utility Maximization with Application to Disaster Response
  6 Jun 2024 0 repositories listed
• A Generalized Apprenticeship Learning Framework for Modeling Heterogeneous Student Pedagogical Strategies
  4 Jun 2024 0 repositories listed
• Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning
  4 Jun 2024 0 repositories listed
• By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning
  4 Jun 2024 0 repositories listed
• Improving Generalization in Aerial and Terrestrial Mobile Robots Control Through Delayed Policy Learning
  4 Jun 2024 0 repositories listed
• Verifying the Generalization of Deep Learning to Out-of-Distribution Domains
  4 Jun 2024 0 repositories listed
• Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment
  3 Jun 2024 0 repositories listed
• An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing
  3 Jun 2024 0 repositories listed
• Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective
  3 Jun 2024 0 repositories listed
• Deep reinforcement learning for weakly coupled MDP's with continuous actions
  3 Jun 2024 0 repositories listed
• Large Language Model Assisted Optimal Bidding of BESS in FCAS Market: An AI-agent based Approach
  3 Jun 2024 0 repositories listed
• Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
  3 Jun 2024 0 repositories listed
• A Digital Twin Framework for Reinforcement Learning with Real-Time Self-Improvement via Human Assistive Teleoperation
  2 Jun 2024 0 repositories listed
• Research on the Application of Computer Vision Based on Deep Learning in Autonomous Driving Technology
  1 Jun 2024 0 repositories listed
• Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems
  1 Jun 2024 0 repositories listed
• Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
  31 May 2024 0 repositories listed
• Goal-Oriented Sensor Reporting Scheduling for Non-linear Dynamic System Monitoring
  31 May 2024 0 repositories listed
• A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution
  30 May 2024 0 repositories listed
• Enhancing Battlefield Awareness: An Aerial RIS-assisted ISAC System with Deep Reinforcement Learning
  30 May 2024 0 repositories listed
• Q-learning as a monotone scheme
  30 May 2024 0 repositories listed
• Advancing Household Robotics: Deep Interactive Reinforcement Learning for Efficient Training and Enhanced Performance
  29 May 2024 0 repositories listed
• Exploring the impact of traffic signal control and connected and automated vehicles on intersections safety: A deep reinforcement learning approach
  29 May 2024 0 repositories listed
• Proactive Load-Shaping Strategies with Privacy-Cost Trade-offs in Residential Households based on Deep Reinforcement Learning
  29 May 2024 0 repositories listed
• Mollification Effects of Policy Gradient Methods
  28 May 2024 0 repositories listed
• World Models for General Surgical Grasping
  28 May 2024 0 repositories listed
• Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld
  27 May 2024 0 repositories listed
• Amortized Active Causal Induction with Deep Reinforcement Learning
  26 May 2024 0 repositories listed
• Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning
  25 May 2024 0 repositories listed Syntology 1 ran (of which 0 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) · 1 unverified (of 2 harvested samples)
• Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics
  24 May 2024 0 repositories listed
• SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
  24 May 2024 0 repositories listed
• Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map
  24 May 2024 0 repositories listed
• A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points
  23 May 2024 0 repositories listed
• Closed-form Symbolic Solutions: A New Perspective on Solving Partial Differential Equations
  23 May 2024 0 repositories listed
• Deep Reinforcement Learning for 5*5 Multiplayer Go
  23 May 2024 0 repositories listed
• Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach
  23 May 2024 0 repositories listed
• Deep Reinforcement Learning for Time-Critical Wilderness Search And Rescue Using Drones
  21 May 2024 0 repositories listed
• GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems
  21 May 2024 0 repositories listed
• Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach
  21 May 2024 0 repositories listed
• Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers
  21 May 2024 0 repositories listed
• Continual Deep Reinforcement Learning for Decentralized Satellite Routing
  20 May 2024 0 repositories listed
• Investigating the Impact of Choice on Deep Reinforcement Learning for Space Controls
  20 May 2024 0 repositories listed
• Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice
  19 May 2024 0 repositories listed
• Enhancing Vehicle Aerodynamics with Deep Reinforcement Learning in Voxelised Models
  19 May 2024 0 repositories listed
• Exploiting Distributional Value Functions for Financial Market Valuation, Enhanced Feature Creation and Improvement of Trading Algorithms
  19 May 2024 0 repositories listed
• Federated Learning With Energy Harvesting Devices: An MDP Framework
  17 May 2024 0 repositories listed
• Continuous Transfer Learning for UAV Communication-aware Trajectory Design
  16 May 2024 0 repositories listed
• Chaos-based reinforcement learning with TD3
  15 May 2024 0 repositories listed
• Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach
  15 May 2024 0 repositories listed
• DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation
  15 May 2024 0 repositories listed
• CIER: A Novel Experience Replay Approach with Causal Inference in Deep Reinforcement Learning
  14 May 2024 0 repositories listed
• Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments
  14 May 2024 0 repositories listed
• Optimizing Deep Reinforcement Learning for American Put Option Hedging
  14 May 2024 0 repositories listed
• MADRL-Based Rate Adaptation for 360° Video Streaming with Multi-Viewpoint Prediction
  13 May 2024 0 repositories listed
• On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning
  12 May 2024 0 repositories listed
• Auditing an Automatic Grading Model with deep Reinforcement Learning
  11 May 2024 0 repositories listed
• Stealthy Imitation: Reward-guided Environment-free Policy Stealing
  11 May 2024 0 repositories listed
• Hedging American Put Options with Deep Reinforcement Learning
  10 May 2024 0 repositories listed
• Deep Reinforcement Learning for Multi-User RF Charging with Non-linear Energy Harvesters
  7 May 2024 0 repositories listed
• Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach
  7 May 2024 0 repositories listed
• End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability
  6 May 2024 0 repositories listed
• Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management
  6 May 2024 0 repositories listed
• Guidance Design for Escape Flight Vehicle Using Evolution Strategy Enhanced Deep Reinforcement Learning
  4 May 2024 0 repositories listed
• Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning
  4 May 2024 0 repositories listed
• Learning Robot Soccer from Egocentric Vision with Deep Reinforcement Learning
  3 May 2024 0 repositories listed
• Behavior Imitation for Manipulator Control and Grasping with Deep Reinforcement Learning
  2 May 2024 0 repositories listed
• Generative Active Learning for the Search of Small-molecule Protein Binders
  2 May 2024 0 repositories listed
• Tabular and Deep Reinforcement Learning for Gittins Index
  2 May 2024 0 repositories listed
• HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach
  1 May 2024 0 repositories listed
• Portfolio Management using Deep Reinforcement Learning
  1 May 2024 0 repositories listed
• Deep Reinforcement Learning for Advanced Longitudinal Control and Collision Avoidance in High-Risk Driving Scenarios
  29 Apr 2024 0 repositories listed
• Shared learning of powertrain control policies for vehicle fleets
  27 Apr 2024 0 repositories listed
• An Explainable Deep Reinforcement Learning Model for Warfarin Maintenance Dosing Using Policy Distillation and Action Forging
  26 Apr 2024 0 repositories listed
• DRL2FC: An Attack-Resilient Controller for Automatic Generation Control Based on Deep Reinforcement Learning
  25 Apr 2024 0 repositories listed
• Exploring the Dynamics of Data Transmission in 5G Networks: A Conceptual Analysis
  25 Apr 2024 0 repositories listed
• Enhancing High-Speed Cruising Performance of Autonomous Vehicles through Integrated Deep Reinforcement Learning Framework
  23 Apr 2024 0 repositories listed
• Multi-Objective Deep Reinforcement Learning for 5G Base Station Placement to Support Localisation for Future Sustainable Traffic
  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
• Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning
  19 Apr 2024 0 repositories listed
• Deep Reinforcement Learning-aided Transmission Design for Energy-efficient Link Optimization in Vehicular Communications
  19 Apr 2024 0 repositories listed
• Random Network Distillation Based Deep Reinforcement Learning for AGV Path Planning
  19 Apr 2024 0 repositories listed
• LTL-Constrained Policy Optimization with Cycle Experience Replay
  17 Apr 2024 0 repositories listed
• EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning
  15 Apr 2024 0 repositories listed
• Advanced Intelligent Optimization Algorithms for Multi-Objective Optimal Power Flow in Future Power Systems: A Review
  14 Apr 2024 0 repositories listed
• CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants
  13 Apr 2024 0 repositories listed
• Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems
  13 Apr 2024 0 repositories listed
• Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement
  12 Apr 2024 0 repositories listed
• Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing
  12 Apr 2024 0 repositories listed
• Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning
  12 Apr 2024 0 repositories listed
• Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach
  12 Apr 2024 0 repositories listed
• Prescribing Optimal Health-Aware Operation for Urban Air Mobility with Deep Reinforcement Learning
  12 Apr 2024 0 repositories listed
• RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning
  12 Apr 2024 0 repositories listed
• TDANet: Target-Directed Attention Network For Object-Goal Visual Navigation With Zero-Shot Ability
  12 Apr 2024 0 repositories listed
• Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning
  11 Apr 2024 0 repositories listed
• FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning
  11 Apr 2024 0 repositories listed
• Generative Probabilistic Planning for Optimizing Supply Chain Networks
  11 Apr 2024 0 repositories listed
• R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm
  11 Apr 2024 0 repositories listed

Syntology lines on 2 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.