Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 24
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 24 of 59: papers 2,301 to 2,400 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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Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning6 Aug 2024 0 repositories listed
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Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles6 Aug 2024 0 repositories listed
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SCREENER: A general framework for task-specific experiment design in quantitative MRI6 Aug 2024 0 repositories listed
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Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks4 Aug 2024 0 repositories listed
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Scenario-based Thermal Management Parametrization Through Deep Reinforcement Learning4 Aug 2024 0 repositories listed
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Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning4 Aug 2024 0 repositories listed
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Deep Reinforcement Learning for Dynamic Order Picking in Warehouse Operations3 Aug 2024 0 repositories listed
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Multi-Objective Deep Reinforcement Learning for Optimisation in Autonomous Systems2 Aug 2024 0 repositories listed
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Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach1 Aug 2024 0 repositories listed
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Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control1 Aug 2024 0 repositories listed
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Adaptive Transit Signal Priority based on Deep Reinforcement Learning and Connected Vehicles in a Traffic Microsimulation Environment31 Jul 2024 0 repositories listed
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Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks31 Jul 2024 0 repositories listed
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Quantum Machine Learning Architecture Search via Deep Reinforcement Learning29 Jul 2024 0 repositories listed
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Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach29 Jul 2024 0 repositories listed
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Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain28 Jul 2024 0 repositories listed
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The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited28 Jul 2024 0 repositories listed
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Large Language Models for Human-like Autonomous Driving: A Survey27 Jul 2024 0 repositories listed
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Multi-Agent Deep Reinforcement Learning for Energy Efficient Multi-Hop STAR-RIS-Assisted Transmissions26 Jul 2024 0 repositories listed
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FH-DRL: Exponential-Hyperbolic Frontier Heuristics with DRL for accelerated Exploration in Unknown Environments26 Jul 2024 0 repositories listed
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Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN25 Jul 2024 0 repositories listed
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Personalized and Context-aware Route Planning for Edge-assisted Vehicles25 Jul 2024 0 repositories listed
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Harnessing DRL for URLLC in Open RAN: A Trade-off Exploration24 Jul 2024 0 repositories listed
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MoveLight: Enhancing Traffic Signal Control through Movement-Centric Deep Reinforcement Learning24 Jul 2024 0 repositories listed
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Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario23 Jul 2024 0 repositories listed
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Diffusion Model Based Resource Allocation Strategy in Ultra-Reliable Wireless Networked Control Systems22 Jul 2024 0 repositories listed
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MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search22 Jul 2024 0 repositories listed
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Offline Imitation Learning Through Graph Search and Retrieval22 Jul 2024 0 repositories listed
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Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space21 Jul 2024 0 repositories listed
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Analyzing and Bridging the Gap between Maximizing Total Reward and Discounted Reward in Deep Reinforcement Learning18 Jul 2024 0 repositories listed
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Deep Reinforcement Learning for Multi-Objective Optimization: Enhancing Wind Turbine Energy Generation while Mitigating Noise Emissions18 Jul 2024 0 repositories listed
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DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection18 Jul 2024 0 repositories listed
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Event-Triggered Reinforcement Learning Based Joint Resource Allocation for Ultra-Reliable Low-Latency V2X Communications18 Jul 2024 0 repositories listed
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Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II18 Jul 2024 0 repositories listed
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Random Latent Exploration for Deep Reinforcement Learning18 Jul 2024 0 repositories listed
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Reinforcement Learning: Tutorial and Survey18 Jul 2024 0 repositories listed
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Estimating Reaction Barriers with Deep Reinforcement Learning17 Jul 2024 0 repositories listed
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Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning17 Jul 2024 0 repositories listed
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DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN16 Jul 2024 0 repositories listed
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DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems16 Jul 2024 0 repositories listed
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Green Resource Allocation in Cloud-Native O-RAN Enabled Small Cell Networks16 Jul 2024 0 repositories listed
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Satisficing Exploration for Deep Reinforcement Learning16 Jul 2024 0 repositories listed
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Deep Learning-Based Operators for Evolutionary Algorithms15 Jul 2024 0 repositories listed
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SOC-Boundary and Battery Aging Aware Hierarchical Coordination of Multiple EV Aggregates Among Multi-stakeholders with Multi-Agent Constrained Deep Reinforcement Learning14 Jul 2024 0 repositories listed
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Deep reinforcement learning with symmetric data augmentation applied for aircraft lateral attitude tracking control13 Jul 2024 0 repositories listed
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Model-free Distortion Canceling and Control of Quantum Devices13 Jul 2024 0 repositories listed
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PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization12 Jul 2024 0 repositories listed
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Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing11 Jul 2024 0 repositories listed
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Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation10 Jul 2024 0 repositories listed
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Leveraging LLMs to explain DRL decisions for transparent 6G network slicing10 Jul 2024 0 repositories listed
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Energy Efficient Fair STAR-RIS for Mobile Users9 Jul 2024 0 repositories listed
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An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks8 Jul 2024 0 repositories listed
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Wastewater Treatment Plant Data for Nutrient Removal System7 Jul 2024 0 repositories listed
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A Novel Bifurcation Method for Observation Perturbation Attacks on Reinforcement Learning Agents: Load Altering Attacks on a Cyber Physical Power System6 Jul 2024 0 repositories listed
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Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses5 Jul 2024 0 repositories listed
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Question Answering with Texts and Tables through Deep Reinforcement Learning5 Jul 2024 0 repositories listed
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The Impact of Quantization and Pruning on Deep Reinforcement Learning Models5 Jul 2024 0 repositories listed
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Multi-Time Scale Service Caching and Pricing in MEC Systems with Dynamic Program Popularity4 Jul 2024 0 repositories listed
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A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents3 Jul 2024 0 repositories listed
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Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks3 Jul 2024 0 repositories listed
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Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors2 Jul 2024 0 repositories listed
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Hierarchical Decoupling Capacitor Optimization for Power Distribution Network of 2.5D ICs with Co-Analysis of Frequency and Time Domains Based on Deep Reinforcement Learning2 Jul 2024 0 repositories listed
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A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization1 Jul 2024 0 repositories listed
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Deep Reinforcement Learning for Adverse Garage Scenario Generation1 Jul 2024 0 repositories listed
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Evolutionary Morphology Towards Overconstrained Locomotion via Large-Scale, Multi-Terrain Deep Reinforcement Learning1 Jul 2024 0 repositories listed
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Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach1 Jul 2024 0 repositories listed
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Let Hybrid A* Path Planner Obey Traffic Rules: A Deep Reinforcement Learning-Based Planning Framework1 Jul 2024 0 repositories listed
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Normalization and effective learning rates in reinforcement learning1 Jul 2024 0 repositories listed
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Exploring a Physics-Informed Decision Transformer for Distribution System Restoration: Methodology and Performance Analysis30 Jun 2024 0 repositories listed
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Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity29 Jun 2024 0 repositories listed
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Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility28 Jun 2024 0 repositories listed
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Autonomous Control of a Novel Closed Chain Five Bar Active Suspension via Deep Reinforcement Learning27 Jun 2024 0 repositories listed
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Mixture of Experts in a Mixture of RL settings26 Jun 2024 0 repositories listed
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Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing25 Jun 2024 0 repositories listed
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Fault Detection for agents on power grid topology optimization: A Comprehensive analysis24 Jun 2024 0 repositories listed
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CAV-AHDV-CAV: Mitigating Traffic Oscillations for CAVs through a Novel Car-Following Structure and Reinforcement Learning23 Jun 2024 0 repositories listed
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Understanding and Diagnosing Deep Reinforcement Learning23 Jun 2024 0 repositories listed
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OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization22 Jun 2024 0 repositories listed
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Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting21 Jun 2024 0 repositories listed
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KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning21 Jun 2024 0 repositories listed
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Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach21 Jun 2024 0 repositories listed
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Graph Neural Networks for Job Shop Scheduling Problems: A Survey20 Jun 2024 0 repositories listed
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Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach19 Jun 2024 0 repositories listed
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A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo18 Jun 2024 0 repositories listed
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Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures17 Jun 2024 0 repositories listed
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Multi-UAV Multi-RIS QoS-Aware Aerial Communication Systems using DRL and PSO16 Jun 2024 0 repositories listed
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Grad-Instructor: Universal Backpropagation with Explainable Evaluation Neural Networks for Meta-learning and AutoML15 Jun 2024 0 repositories listed
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Misam: Using ML in Dataflow Selection of Sparse-Sparse Matrix Multiplication14 Jun 2024 0 repositories listed
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Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning14 Jun 2024 0 repositories listed
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CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms13 Jun 2024 0 repositories listed
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Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards12 Jun 2024 0 repositories listed
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Deep reinforcement learning with positional context for intraday trading12 Jun 2024 0 repositories listed
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Explore-Go: Leveraging Exploration for Generalisation in Deep Reinforcement Learning12 Jun 2024 0 repositories listed
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Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control12 Jun 2024 0 repositories listed
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Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling11 Jun 2024 0 repositories listed
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DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach11 Jun 2024 0 repositories listed
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Verification-Guided Shielding for Deep Reinforcement Learning10 Jun 2024 0 repositories listed
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Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach8 Jun 2024 0 repositories listed
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Online Policy Distillation with Decision-Attention8 Jun 2024 0 repositories listed
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ChatPCG: Large Language Model-Driven Reward Design for Procedural Content Generation7 Jun 2024 0 repositories listed
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Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning7 Jun 2024 0 repositories listed