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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 19 of 59: papers 1,801 to 1,900 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.

• Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning
  20 May 2025 0 repositories listed
• From Grunts to Grammar: Emergent Language from Cooperative Foraging
  19 May 2025 0 repositories listed
• Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning
  19 May 2025 0 repositories listed
• LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach
  18 May 2025 0 repositories listed
• DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production
  16 May 2025 0 repositories listed
• ReaCritic: Large Reasoning Transformer-based DRL Critic-model Scaling For Heterogeneous Networks
  16 May 2025 0 repositories listed
• Automatic Reward Shaping from Confounded Offline Data
  16 May 2025 0 repositories listed
• Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries
  16 May 2025 0 repositories listed
• Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change
  15 May 2025 0 repositories listed
• Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning
  15 May 2025 0 repositories listed
• Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning
  15 May 2025 0 repositories listed
• A Practical Introduction to Deep Reinforcement Learning
  13 May 2025 0 repositories listed
• A Study of Data-driven Methods for Inventory Optimization
  13 May 2025 0 repositories listed
• Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning
  13 May 2025 0 repositories listed
• Continuous World Coverage Path Planning for Fixed-Wing UAVs using Deep Reinforcement Learning
  13 May 2025 0 repositories listed
• Deep reinforcement learning-based longitudinal control strategy for automated vehicles at signalised intersections
  13 May 2025 0 repositories listed
• Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation
  13 May 2025 0 repositories listed
• Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning
  13 May 2025 0 repositories listed
• Leveraging Reinforcement Learning and Koopman Theory for Enhanced Model Predictive Control Performance
  12 May 2025 0 repositories listed
• VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network
  12 May 2025 0 repositories listed
• A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control
  11 May 2025 0 repositories listed
• Learning Value of Information towards Joint Communication and Control in 6G V2X
  11 May 2025 0 repositories listed
• Realistic Counterfactual Explanations for Machine Learning-Controlled Mobile Robots using 2D LiDAR
  11 May 2025 0 repositories listed
• Multi-User Beamforming with Deep Reinforcement Learning in Sensing-Aided Communication
  9 May 2025 0 repositories listed
• Adaptive Biased User Scheduling for Heterogeneous Wireless Federate Learning Network
  8 May 2025 0 repositories listed
• Advancing Neural Network Verification through Hierarchical Safety Abstract Interpretation
  8 May 2025 0 repositories listed
• Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks
  8 May 2025 0 repositories listed
• A Heuristic-Integrated DRL Approach for Phase Optimization in Large-Scale RISs
  7 May 2025 0 repositories listed
• Deep Learning Innovations for Energy Efficiency: Advances in Non-Intrusive Load Monitoring and EV Charging Optimization for a Sustainable Grid
  7 May 2025 0 repositories listed
• Energy Efficient RSMA-Based LEO Satellite Communications Assisted by UAV-Mounted BD-Active RIS: A DRL Approach
  7 May 2025 0 repositories listed
• Trajectory Entropy Reinforcement Learning for Predictable and Robust Control
  7 May 2025 0 repositories listed
• Integrated Sensing, Computing, Communication, and Control for Time-Sequence-Based Semantic Communications
  6 May 2025 0 repositories listed
• Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach
  6 May 2025 0 repositories listed
• Sustainable Smart Farm Networks: Enhancing Resilience and Efficiency with Decision Theory-Guided Deep Reinforcement Learning
  6 May 2025 0 repositories listed
• A Wireless Collaborated Inference Acceleration Framework for Plant Disease Recognition
  5 May 2025 0 repositories listed
• Aerodynamic and structural airfoil shape optimisation via Transfer Learning-enhanced Deep Reinforcement Learning
  5 May 2025 0 repositories listed
• Universal Approximation Theorem of Deep Q-Networks
  4 May 2025 0 repositories listed
• Adaptive DRL for IRS Mirror Orientation in Dynamic OWC Networks
  3 May 2025 0 repositories listed
• Deep Reinforcement Learning-Aided Frequency Control of LCC-S Resonant Converters for Wireless Power Transfer Systems
  3 May 2025 0 repositories listed
• Integration of Multi-Mode Preference into Home Energy Management System Using Deep Reinforcement Learning
  2 May 2025 0 repositories listed
• Deep Reinforcement Learning for Urban Air Quality Management: Multi-Objective Optimization of Pollution Mitigation Booth Placement in Metropolitan Environments
  1 May 2025 0 repositories listed
• Leveraging Partial SMILES Validation Scheme for Enhanced Drug Design in Reinforcement Learning Frameworks
  1 May 2025 0 repositories listed
• Adaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning
  30 Apr 2025 0 repositories listed
• Model-based controller assisted domain randomization in deep reinforcement learning: application to nonlinear powertrain control
  28 Apr 2025 0 repositories listed
• Socially-Aware Autonomous Driving: Inferring Yielding Intentions for Safer Interactions
  28 Apr 2025 0 repositories listed
• Transformation & Translation Occupancy Grid Mapping: 2-Dimensional Deep Learning Refined SLAM
  28 Apr 2025 0 repositories listed
• Advanced Longitudinal Control and Collision Avoidance for High-Risk Edge Cases in Autonomous Driving
  26 Apr 2025 0 repositories listed
• Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks
  26 Apr 2025 0 repositories listed
• Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models
  23 Apr 2025 0 repositories listed
• Mining Software Repositories for Expert Recommendation
  23 Apr 2025 0 repositories listed
• Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications
  22 Apr 2025 0 repositories listed
• A General Infrastructure and Workflow for Quadrotor Deep Reinforcement Learning and Reality Deployment
  21 Apr 2025 0 repositories listed
• Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM Scheduling
  21 Apr 2025 0 repositories listed
• Deep Reinforcement Learning for Investor-Specific Portfolio Optimization: A Volatility-Guided Asset Selection Approach
  20 Apr 2025 0 repositories listed
• LLM-Enabled In-Context Learning for Data Collection Scheduling in UAV-assisted Sensor Networks
  20 Apr 2025 0 repositories listed
• Coordinating Spinal and Limb Dynamics for Enhanced Sprawling Robot Mobility
  18 Apr 2025 0 repositories listed
• Factor-MCLS: Multi-agent learning system with reward factor matrix and multi-critic framework for dynamic portfolio optimization
  16 Apr 2025 0 repositories listed
• A Rollout-Based Algorithm and Reward Function for Efficient Resource Allocation in Business Processes
  15 Apr 2025 0 repositories listed
• The Communication and Computation Trade-off in Wireless Semantic Communications
  14 Apr 2025 0 repositories listed
• Vision based driving agent for race car simulation environments
  14 Apr 2025 0 repositories listed
• A Champion-level Vision-based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7
  12 Apr 2025 0 repositories listed
• Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation
  11 Apr 2025 0 repositories listed
• Near-Driven Autonomous Rover Navigation in Complex Environments: Extensions to Urban Search-and-Rescue and Industrial Inspection
  11 Apr 2025 0 repositories listed
• Neural Fidelity Calibration for Informative Sim-to-Real Adaptation
  11 Apr 2025 0 repositories listed
• Reinforcement Learning-Driven Plant-Wide Refinery Planning Using Model Decomposition
  11 Apr 2025 0 repositories listed
• Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes
  10 Apr 2025 0 repositories listed
• Enhancing Player Enjoyment with a Two-Tier DRL and LLM-Based Agent System for Fighting Games
  10 Apr 2025 0 repositories listed
• Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications
  10 Apr 2025 0 repositories listed
• PROPEL: Supervised and Reinforcement Learning for Large-Scale Supply Chain Planning
  10 Apr 2025 0 repositories listed
• Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning
  9 Apr 2025 0 repositories listed
• Attention-Augmented Inverse Reinforcement Learning with Graph Convolutions for Multi-Agent Task Allocation
  7 Apr 2025 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Multiple Anesthetics Collaborative Control
  7 Apr 2025 0 repositories listed
• Physics-informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning
  7 Apr 2025 0 repositories listed
• Deliberate Planning of 3D Bin Packing on Packing Configuration Trees
  6 Apr 2025 0 repositories listed
• Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations
  6 Apr 2025 0 repositories listed
• Autonomous state-space segmentation for Deep-RL sparse reward scenarios
  4 Apr 2025 0 repositories listed
• Learning Dual-Arm Coordination for Grasping Large Flat Objects
  4 Apr 2025 0 repositories listed
• Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning
  3 Apr 2025 0 repositories listed
• Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL
  3 Apr 2025 0 repositories listed
• Improving log-based anomaly detection through learned adaptive filter
  3 Apr 2025 0 repositories listed
• Efficient and Sustainable Task Offloading in UAV-Assisted MEC Systems via Meta Deep Reinforcement Learning
  1 Apr 2025 0 repositories listed
• Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning
  1 Apr 2025 0 repositories listed
• Nuclear Microreactor Control with Deep Reinforcement Learning
  31 Mar 2025 0 repositories listed
• Rack Position Optimization in Large-Scale Heterogeneous Data Centers
  31 Mar 2025 0 repositories listed
• Predictive Traffic Rule Compliance using Reinforcement Learning
  29 Mar 2025 0 repositories listed
• On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations
  28 Mar 2025 0 repositories listed
• Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks
  26 Mar 2025 0 repositories listed
• State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning
  26 Mar 2025 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Safe Autonomous Driving with RICS-Assisted MEC
  25 Mar 2025 0 repositories listed
• Adventurer: Exploration with BiGAN for Deep Reinforcement Learning
  24 Mar 2025 0 repositories listed
• CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning
  23 Mar 2025 0 repositories listed
• Iterative Multi-Agent Reinforcement Learning: A Novel Approach Toward Real-World Multi-Echelon Inventory Optimization
  23 Mar 2025 0 repositories listed
• Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree
  23 Mar 2025 0 repositories listed
• Bandwidth Reservation for Time-Critical Vehicular Applications: A Multi-Operator Environment
  22 Mar 2025 0 repositories listed
• A New Segment Routing method with Swap Node Selection Strategy Based on Deep Reinforcement Learning for Software Defined Network
  21 Mar 2025 0 repositories listed
• LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning
  21 Mar 2025 0 repositories listed
• Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning
  21 Mar 2025 0 repositories listed
• Active management of battery degradation in wireless sensor network using deep reinforcement learning for group battery replacement
  20 Mar 2025 0 repositories listed
• Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems
  19 Mar 2025 0 repositories listed
• COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning
  18 Mar 2025 0 repositories listed