Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 26
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 26 of 59: papers 2,501 to 2,600 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.
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UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning11 Apr 2024 0 repositories listed
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UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach10 Apr 2024 0 repositories listed
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Deep Reinforcement Learning-Based Approach for a Single Vehicle Persistent Surveillance Problem with Fuel Constraints9 Apr 2024 0 repositories listed
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Emergent Braitenberg-style Behaviours for Navigating the ViZDoom `My Way Home' Labyrinth9 Apr 2024 0 repositories listed
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CNN-based Game State Detection for a Foosball Table8 Apr 2024 0 repositories listed
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Computing Transition Pathways for the Study of Rare Events Using Deep Reinforcement Learning8 Apr 2024 0 repositories listed
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Decision Transformers for Wireless Communications: A New Paradigm of Resource Management8 Apr 2024 0 repositories listed
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IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads8 Apr 2024 0 repositories listed
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Deep Reinforcement Learning Control for Disturbance Rejection in a Nonlinear Dynamic System with Parametric Uncertainty6 Apr 2024 0 repositories listed
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Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading6 Apr 2024 0 repositories listed
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Best Response Shaping5 Apr 2024 0 repositories listed
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Intervention-Assisted Policy Gradient Methods for Online Stochastic Queuing Network Optimization: Technical Report5 Apr 2024 0 repositories listed
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A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT4 Apr 2024 0 repositories listed
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Self-organized free-flight arrival for urban air mobility4 Apr 2024 0 repositories listed
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Deep Reinforcement Learning for Traveling Purchaser Problems3 Apr 2024 0 repositories listed
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Imitation Game: A Model-based and Imitation Learning Deep Reinforcement Learning Hybrid2 Apr 2024 0 repositories listed
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Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning2 Apr 2024 0 repositories listed
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Learning to Control Camera Exposure via Reinforcement Learning2 Apr 2024 0 repositories listed
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Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems2 Apr 2024 0 repositories listed
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Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers1 Apr 2024 0 repositories listed
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MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control1 Apr 2024 0 repositories listed
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Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things1 Apr 2024 0 repositories listed
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Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration31 Mar 2024 0 repositories listed
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RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction31 Mar 2024 0 repositories listed
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Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning31 Mar 2024 0 repositories listed
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Variational Autoencoders for exteroceptive perception in reinforcement learning-based collision avoidance31 Mar 2024 0 repositories listed
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Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Overview and Perspectives30 Mar 2024 0 repositories listed
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A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles29 Mar 2024 0 repositories listed
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Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning29 Mar 2024 0 repositories listed
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Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning29 Mar 2024 0 repositories listed
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Removing the need for ground truth UWB data collection: self-supervised ranging error correction using deep reinforcement learning28 Mar 2024 0 repositories listed
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CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning27 Mar 2024 0 repositories listed
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Learning Traffic Signal Control via Genetic Programming26 Mar 2024 0 repositories listed
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VDSC: Enhancing Exploration Timing with Value Discrepancy and State Counts26 Mar 2024 0 repositories listed
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Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization25 Mar 2024 0 repositories listed
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Bi-Level Control of Weaving Sections in Mixed Traffic Environments with Connected and Automated Vehicles24 Mar 2024 0 repositories listed
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Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling24 Mar 2024 0 repositories listed
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Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse22 Mar 2024 0 repositories listed
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Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning22 Mar 2024 0 repositories listed
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Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation22 Mar 2024 0 repositories listed
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DouRN: Improving DouZero by Residual Neural Networks21 Mar 2024 0 repositories listed
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Fast Value Tracking for Deep Reinforcement Learning19 Mar 2024 0 repositories listed
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Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making18 Mar 2024 0 repositories listed
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Deep Neural Crossover17 Mar 2024 0 repositories listed
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Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning16 Mar 2024 0 repositories listed
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Lyapunov Neural Network with Region of Attraction Search15 Mar 2024 0 repositories listed
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Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem14 Mar 2024 0 repositories listed
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Socially Integrated Navigation: A Social Acting Robot with Deep Reinforcement Learning14 Mar 2024 0 repositories listed
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Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing13 Mar 2024 0 repositories listed
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Meta-operators for Enabling Parallel Planning Using Deep Reinforcement Learning13 Mar 2024 0 repositories listed
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An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning12 Mar 2024 0 repositories listed
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Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning12 Mar 2024 0 repositories listed
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Deep Reinforcement Learning for Modelling Protein Complexes11 Mar 2024 0 repositories listed
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Tactical Decision Making for Autonomous Trucks by Deep Reinforcement Learning with Total Cost of Operation Based Reward11 Mar 2024 0 repositories listed
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Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning10 Mar 2024 0 repositories listed
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Dissecting Deep RL with High Update Ratios: Combatting Value Divergence9 Mar 2024 0 repositories listed
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UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation9 Mar 2024 0 repositories listed
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Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking8 Mar 2024 0 repositories listed
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Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control7 Mar 2024 0 repositories listed
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Generalizing Cooperative Eco-driving via Multi-residual Task Learning7 Mar 2024 0 repositories listed
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Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning7 Mar 2024 0 repositories listed
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Noisy Spiking Actor Network for Exploration7 Mar 2024 0 repositories listed
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Vlearn: Off-Policy Learning with Efficient State-Value Function Estimation7 Mar 2024 0 repositories listed
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Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning6 Mar 2024 0 repositories listed
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Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning6 Mar 2024 0 repositories listed
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Stop Regressing: Training Value Functions via Classification for Scalable Deep RL6 Mar 2024 0 repositories listed
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A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation5 Mar 2024 0 repositories listed
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Autonomous vehicle decision and control through reinforcement learning with traffic flow randomization5 Mar 2024 0 repositories listed
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Fighting Game Adaptive Background Music for Improved Gameplay5 Mar 2024 0 repositories listed
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Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks5 Mar 2024 0 repositories listed
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RACE-SM: Reinforcement Learning Based Autonomous Control for Social On-Ramp Merging5 Mar 2024 0 repositories listed
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Cross Domain Policy Transfer with Effect Cycle-Consistency4 Mar 2024 0 repositories listed
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Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution4 Mar 2024 0 repositories listed
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Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning4 Mar 2024 0 repositories listed
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Twisting Lids Off with Two Hands4 Mar 2024 0 repositories listed
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Cloud-based Federated Learning Framework for MRI Segmentation1 Mar 2024 0 repositories listed
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Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode1 Mar 2024 0 repositories listed
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Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey1 Mar 2024 0 repositories listed
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Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks1 Mar 2024 0 repositories listed
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Deep Reinforcement Learning: A Convex Optimization Approach29 Feb 2024 0 repositories listed
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Disentangling the Causes of Plasticity Loss in Neural Networks29 Feb 2024 0 repositories listed
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Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets29 Feb 2024 0 repositories listed
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Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks28 Feb 2024 0 repositories listed
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The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments28 Feb 2024 0 repositories listed
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Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning28 Feb 2024 0 repositories listed
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Advancing Investment Frontiers: Industry-grade Deep Reinforcement Learning for Portfolio Optimization27 Feb 2024 0 repositories listed
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Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks27 Feb 2024 0 repositories listed
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Model Free Deep Deterministic Policy Gradient Controller for Setpoint Tracking of Non-minimum Phase Systems27 Feb 2024 0 repositories listed
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Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing27 Feb 2024 0 repositories listed
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Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission26 Feb 2024 0 repositories listed
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A priori Estimates for Deep Residual Network in Continuous-time Reinforcement Learning24 Feb 2024 0 repositories listed
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Combining Transformer based Deep Reinforcement Learning with Black-Litterman Model for Portfolio Optimization23 Feb 2024 0 repositories listed
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Quantum Circuit Optimization with AlphaTensor22 Feb 2024 0 repositories listed
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SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic22 Feb 2024 0 repositories listed
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Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating21 Feb 2024 0 repositories listed
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Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies21 Feb 2024 0 repositories listed
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Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning20 Feb 2024 0 repositories listed
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Deep Hedging with Market Impact20 Feb 2024 0 repositories listed
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Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space20 Feb 2024 0 repositories listed
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A novel framework for adaptive stress testing of autonomous vehicles in highways19 Feb 2024 0 repositories listed