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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 21 of 59: papers 2,001 to 2,100 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 for Dynamic Resource Allocation in Wireless Networks
  3 Feb 2025 0 repositories listed
• DRL-based Dolph-Tschebyscheff Beamforming in Downlink Transmission for Mobile Users
  3 Feb 2025 0 repositories listed
• TeLL-Drive: Enhancing Autonomous Driving with Teacher LLM-Guided Deep Reinforcement Learning
  3 Feb 2025 0 repositories listed
• Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning
  2 Feb 2025 0 repositories listed
• Actor Critic with Experience Replay-based automatic treatment planning for prostate cancer intensity modulated radiotherapy
  1 Feb 2025 0 repositories listed
• An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
  31 Jan 2025 0 repositories listed
• Decorrelated Soft Actor-Critic for Efficient Deep Reinforcement Learning
  31 Jan 2025 0 repositories listed
• Investigating Tax Evasion Emergence Using Dual Large Language Model and Deep Reinforcement Learning Powered Agent-based Simulation
  30 Jan 2025 0 repositories listed
• A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning
  29 Jan 2025 0 repositories listed
• ASAP: Learning Generalizable Online Bin Packing via Adaptive Selection After Pruning
  29 Jan 2025 0 repositories listed
• Digital Twin Synchronization: Bridging the Sim-RL Agent to a Real-Time Robotic Additive Manufacturing Control
  29 Jan 2025 0 repositories listed
• On the Interplay Between Sparsity and Training in Deep Reinforcement Learning
  28 Jan 2025 0 repositories listed
• Objects matter: object-centric world models improve reinforcement learning in visually complex environments
  27 Jan 2025 0 repositories listed
• Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations
  27 Jan 2025 0 repositories listed
• Movable Antenna-Aided Cooperative ISAC Network with Time Synchronization error and Imperfect CSI
  26 Jan 2025 0 repositories listed
• Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning
  25 Jan 2025 0 repositories listed
• Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays
  25 Jan 2025 0 repositories listed
• Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks
  24 Jan 2025 0 repositories listed
• Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent
  24 Jan 2025 0 repositories listed
• CSAOT: Cooperative Multi-Agent System for Active Object Tracking
  23 Jan 2025 0 repositories listed
• Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation
  23 Jan 2025 0 repositories listed
• Deep Reinforcement Learning with Hybrid Intrinsic Reward Model
  22 Jan 2025 0 repositories listed
• UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain
  22 Jan 2025 0 repositories listed
• Heuristic Deep Reinforcement Learning for Phase Shift Optimization in RIS-assisted Secure Satellite Communication Systems with RSMA
  21 Jan 2025 0 repositories listed
• Sum Rate Enhancement using Machine Learning for Semi-Self Sensing Hybrid RIS-Enabled ISAC in THz Bands
  21 Jan 2025 0 repositories listed
• DRL-Based Maximization of the Sum Cross-Layer Achievable Rate for Networks Under Jamming
  20 Jan 2025 0 repositories listed
• Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework
  20 Jan 2025 0 repositories listed
• Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum
  20 Jan 2025 0 repositories listed
• Secure Resource Allocation via Constrained Deep Reinforcement Learning
  20 Jan 2025 0 repositories listed
• A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical Report
  19 Jan 2025 0 repositories listed
• Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer
  19 Jan 2025 0 repositories listed
• Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning
  19 Jan 2025 0 repositories listed
• Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks
  19 Jan 2025 0 repositories listed
• Classical and Deep Reinforcement Learning Inventory Control Policies for Pharmaceutical Supply Chains with Perishability and Non-Stationarity
  18 Jan 2025 0 repositories listed
• Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture
  17 Jan 2025 0 repositories listed
• Enhancing UAV Path Planning Efficiency Through Accelerated Learning
  17 Jan 2025 0 repositories listed
• Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning
  17 Jan 2025 0 repositories listed
• Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning
  16 Jan 2025 0 repositories listed
• From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation
  16 Jan 2025 0 repositories listed
• Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance
  15 Jan 2025 0 repositories listed
• Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy
  15 Jan 2025 0 repositories listed
• SPEQ: Stabilization Phases for Efficient Q-Learning in High Update-To-Data Ratio Reinforcement Learning
  15 Jan 2025 0 repositories listed
• Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning
  14 Jan 2025 0 repositories listed
• A Federated Deep Learning Framework for Cell-Free RSMA Networks
  13 Jan 2025 0 repositories listed
• Improving DeFi Accessibility through Efficient Liquidity Provisioning with Deep Reinforcement Learning
  13 Jan 2025 0 repositories listed
• A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning
  12 Jan 2025 0 repositories listed
• Deep Reinforcement Learning Optimized Intelligent Resource Allocation in Active RIS-Integrated TN-NTN Networks
  11 Jan 2025 0 repositories listed
• Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning
  11 Jan 2025 0 repositories listed
• A Practical Demonstration of DRL-Based Dynamic Resource Allocation xApp Using OpenAirInterface
  10 Jan 2025 0 repositories listed
• Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform
  10 Jan 2025 0 repositories listed
• CuRLA: Curriculum Learning Based Deep Reinforcement Learning for Autonomous Driving
  9 Jan 2025 0 repositories listed
• Promoting Shared Energy Storage Aggregation among High Price-Tolerance Prosumer: An Incentive Deposit and Withdrawal Service
  9 Jan 2025 0 repositories listed
• TimeRL: Efficient Deep Reinforcement Learning with Polyhedral Dependence Graphs
  9 Jan 2025 0 repositories listed
• HypeRL: Parameter-Informed Reinforcement Learning for Parametric PDEs
  8 Jan 2025 0 repositories listed
• Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective
  7 Jan 2025 0 repositories listed
• Multi-Satellite Beam Hopping and Power Allocation Using Deep Reinforcement Learning
  4 Jan 2025 0 repositories listed
• BLAST: A Stealthy Backdoor Leverage Attack against Cooperative Multi-Agent Deep Reinforcement Learning based Systems
  3 Jan 2025 0 repositories listed
• Evaluating Scenario-based Decision-making for Interactive Autonomous Driving Using Rational Criteria: A Survey
  3 Jan 2025 0 repositories listed
• Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review
  2 Jan 2025 0 repositories listed
• Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems
  2 Jan 2025 0 repositories listed
• β-DQN: Improving Deep Q-Learning By Evolving the Behavior
  1 Jan 2025 0 repositories listed
• Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning
  1 Jan 2025 0 repositories listed
• Goal Recognition using Actor-Critic Optimization
  31 Dec 2024 0 repositories listed
• Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning
  29 Dec 2024 0 repositories listed
• Adaptive Context-Aware Multi-Path Transmission Control for VR/AR Content: A Deep Reinforcement Learning Approach
  27 Dec 2024 0 repositories listed
• From Ceilings to Walls: Universal Dynamic Perching of Small Aerial Robots on Surfaces with Variable Orientations
  27 Dec 2024 0 repositories listed
• Image Classification with Deep Reinforcement Active Learning
  27 Dec 2024 0 repositories listed
• Mobile Robots through Task-Based Human Instructions using Incremental Curriculum Learning
  26 Dec 2024 0 repositories listed
• Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning
  26 Dec 2024 0 repositories listed
• Preventive Energy Management for Distribution Systems Under Uncertain Events: A Deep Reinforcement Learning Approach
  26 Dec 2024 0 repositories listed
• RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning
  25 Dec 2024 0 repositories listed
• Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations
  25 Dec 2024 0 repositories listed
• AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning
  24 Dec 2024 0 repositories listed
• Multimodal Deep Reinforcement Learning for Portfolio Optimization
  23 Dec 2024 0 repositories listed
• Reinforcement Learning with a Focus on Adjusting Policies to Reach Targets
  23 Dec 2024 0 repositories listed
• A Tutorial on Non-Terrestrial Networks: Towards Global and Ubiquitous 6G Connectivity
  21 Dec 2024 0 repositories listed
• Deep Reinforcement Learning Based Systems for Safety Critical Applications in Aerospace
  21 Dec 2024 0 repositories listed
• APIRL: Deep Reinforcement Learning for REST API Fuzzing
  20 Dec 2024 0 repositories listed
• Implementing TD3 to train a Neural Network to fly a Quadcopter through an FPV Gate
  18 Dec 2024 0 repositories listed
• Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning
  17 Dec 2024 0 repositories listed
• Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
  17 Dec 2024 0 repositories listed
• Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning
  17 Dec 2024 0 repositories listed
• Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method
  17 Dec 2024 0 repositories listed
• Generalized Bayesian deep reinforcement learning
  16 Dec 2024 0 repositories listed
• Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation
  16 Dec 2024 0 repositories listed
• RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
  14 Dec 2024 0 repositories listed
• Advances in Transformers for Robotic Applications: A Review
  13 Dec 2024 0 repositories listed
• Deep Reinforcement Learning for Scalable Multiagent Spacecraft Inspection
  13 Dec 2024 0 repositories listed
• Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation
  13 Dec 2024 0 repositories listed
• GainAdaptor: Learning Quadrupedal Locomotion with Dual Actors for Adaptable and Energy-Efficient Walking on Various Terrains
  12 Dec 2024 0 repositories listed
• Learning Sketch Decompositions in Planning via Deep Reinforcement Learning
  11 Dec 2024 0 repositories listed
• Effective Reward Specification in Deep Reinforcement Learning
  10 Dec 2024 0 repositories listed
• Non-Progressive Influence Maximization in Dynamic Social Networks
  10 Dec 2024 0 repositories listed
• Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm
  9 Dec 2024 0 repositories listed
• Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios
  9 Dec 2024 0 repositories listed
• Vision-Based Deep Reinforcement Learning of UAV Autonomous Navigation Using Privileged Information
  9 Dec 2024 0 repositories listed
• A Temporally Correlated Latent Exploration for Reinforcement Learning
  6 Dec 2024 0 repositories listed
• Putting the Iterative Training of Decision Trees to the Test on a Real-World Robotic Task
  6 Dec 2024 0 repositories listed
• Action Mapping for Reinforcement Learning in Continuous Environments with Constraints
  5 Dec 2024 0 repositories listed
• Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access
  5 Dec 2024 0 repositories listed