Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 22
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 22 of 59: papers 2,101 to 2,200 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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Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management5 Dec 2024 0 repositories listed
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Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach5 Dec 2024 0 repositories listed
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Less is More: A Stealthy and Efficient Adversarial Attack Method for DRL-based Autonomous Driving Policies4 Dec 2024 0 repositories listed
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Using Deep Reinforcement Learning to Enhance Channel Sampling Patterns in Integrated Sensing and Communication4 Dec 2024 0 repositories listed
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GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach3 Dec 2024 0 repositories listed
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From Mystery to Mastery: Failure Diagnosis for Improving Manipulation Policies3 Dec 2024 0 repositories listed
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A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication2 Dec 2024 0 repositories listed
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Multi-Agent Deep Reinforcement Learning for Distributed and Autonomous Platoon Coordination via Speed-regulation over Large-scale Transportation Networks2 Dec 2024 0 repositories listed
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Combinatorial Rising Bandit1 Dec 2024 0 repositories listed
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Core Placement Optimization of Many-core Brain-Inspired Near-Storage Systems for Spiking Neural Network Training29 Nov 2024 0 repositories listed
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SANGO: Socially Aware Navigation through Grouped Obstacles29 Nov 2024 0 repositories listed
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A Comprehensive Survey of Reinforcement Learning: From Algorithms to Practical Challenges28 Nov 2024 0 repositories listed
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Application of Soft Actor-Critic Algorithms in Optimizing Wastewater Treatment with Time Delays Integration27 Nov 2024 0 repositories listed
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JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services27 Nov 2024 0 repositories listed
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Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network27 Nov 2024 0 repositories listed
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CRASH: Challenging Reinforcement-Learning Based Adversarial Scenarios For Safety Hardening26 Nov 2024 0 repositories listed
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Joint Combinatorial Node Selection and Resource Allocations in the Lightning Network using Attention-based Reinforcement Learning26 Nov 2024 0 repositories listed
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Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks25 Nov 2024 0 repositories listed
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Broad Critic Deep Actor Reinforcement Learning for Continuous Control24 Nov 2024 0 repositories listed
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Learning a local trading strategy: deep reinforcement learning for grid-scale renewable energy integration23 Nov 2024 0 repositories listed
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A Systematic Study of Multi-Agent Deep Reinforcement Learning for Safe and Robust Autonomous Highway Ramp Entry21 Nov 2024 0 repositories listed
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Learning-Enabled Adaptive Voltage Protection Against Load Alteration Attacks On Smart Grids21 Nov 2024 0 repositories listed
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Movable Antenna-Equipped UAV for Data Collection in Backscatter Sensor Networks: A Deep Reinforcement Learning-based Approach21 Nov 2024 0 repositories listed
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HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments19 Nov 2024 0 repositories listed
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SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks19 Nov 2024 0 repositories listed
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Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Life18 Nov 2024 0 repositories listed
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Signaling and Social Learning in Swarms of Robots18 Nov 2024 0 repositories listed
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Dynamics of Resource Allocation in O-RANs: An In-depth Exploration of On-Policy and Off-Policy Deep Reinforcement Learning for Real-Time Applications17 Nov 2024 0 repositories listed
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Reinforcing Competitive Multi-Agents for Playing So Long Sucker17 Nov 2024 0 repositories listed
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Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks16 Nov 2024 0 repositories listed
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Mitigating Parameter Degeneracy using Joint Conditional Diffusion Model for WECC Composite Load Model in Power Systems15 Nov 2024 0 repositories listed
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Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments14 Nov 2024 0 repositories listed
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Fair Resource Allocation in Weakly Coupled Markov Decision Processes14 Nov 2024 0 repositories listed
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Towards Practical Deep Schedulers for Allocating Cellular Radio Resources13 Nov 2024 0 repositories listed
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Towards Secure Intelligent O-RAN Architecture: Vulnerabilities, Threats and Promising Technical Solutions using LLMs13 Nov 2024 0 repositories listed
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Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning12 Nov 2024 0 repositories listed
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Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning12 Nov 2024 0 repositories listed
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GSL-PCD: Improving Generalist-Specialist Learning with Point Cloud Feature-based Task Partitioning11 Nov 2024 0 repositories listed
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Joint Age-State Belief is All You Need: Minimizing AoII via Pull-Based Remote Estimation11 Nov 2024 0 repositories listed
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Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks11 Nov 2024 0 repositories listed
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OCMDP: Observation-Constrained Markov Decision Process11 Nov 2024 0 repositories listed
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Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm11 Nov 2024 0 repositories listed
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To Train or Not to Train: Balancing Efficiency and Training Cost in Deep Reinforcement Learning for Mobile Edge Computing11 Nov 2024 0 repositories listed
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Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning10 Nov 2024 0 repositories listed
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Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems9 Nov 2024 0 repositories listed
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Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey8 Nov 2024 0 repositories listed
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Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning8 Nov 2024 0 repositories listed
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Towards Active Flow Control Strategies Through Deep Reinforcement Learning8 Nov 2024 0 repositories listed
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Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping7 Nov 2024 0 repositories listed
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Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions7 Nov 2024 0 repositories listed
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Plasticity Loss in Deep Reinforcement Learning: A Survey7 Nov 2024 0 repositories listed
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Solving Hidden Monotone Variational Inequalities with Surrogate Losses7 Nov 2024 0 repositories listed
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UEVAVD: A Dataset for Developing UAV's Eye View Active Object Detection7 Nov 2024 0 repositories listed
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A Comparative Study of Deep Reinforcement Learning for Crop Production Management6 Nov 2024 0 repositories listed
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Accelerating Task Generalisation with Multi-Level Skill Hierarchies5 Nov 2024 0 repositories listed
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Autonomous Decision Making for UAV Cooperative Pursuit-Evasion Game with Reinforcement Learning5 Nov 2024 0 repositories listed
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Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation4 Nov 2024 0 repositories listed
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IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation4 Nov 2024 0 repositories listed
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Deep Reinforcement Learning for Optimizing Inverter Control: Fixed and Adaptive Gain Tuning Strategies for Power System Stability3 Nov 2024 0 repositories listed
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Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services3 Nov 2024 0 repositories listed
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Deep Reinforcement Learning for Trajectory and Phase Shift Optimization of Aerial RIS in CoMP-NOMA Networks2 Nov 2024 0 repositories listed
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Enhancing Adaptive Mixed-Criticality Scheduling with Deep Reinforcement Learning1 Nov 2024 0 repositories listed
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Safe Imitation Learning-based Optimal Energy Storage Systems Dispatch in Distribution Networks1 Nov 2024 0 repositories listed
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AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection30 Oct 2024 0 repositories listed
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Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem30 Oct 2024 0 repositories listed
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From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks30 Oct 2024 0 repositories listed
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Resource Governance in Networked Systems via Integrated Variational Autoencoders and Reinforcement Learning30 Oct 2024 0 repositories listed
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Self-Driving Car Racing: Application of Deep Reinforcement Learning30 Oct 2024 0 repositories listed
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Combining Deep Reinforcement Learning with a Jerk-Bounded Trajectory Generator for Kinematically Constrained Motion Planning28 Oct 2024 0 repositories listed
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Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment28 Oct 2024 0 repositories listed
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Quantum Reinforcement Learning-Based Two-Stage Unit Commitment Framework for Enhanced Power Systems Robustness28 Oct 2024 0 repositories listed
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Reinforcement Learning-Based Downlink Transmit Precoding for Mitigating the Impact of Delayed CSI in Satellite Systems28 Oct 2024 0 repositories listed
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Video to Video Generative Adversarial Network for Few-shot Learning Based on Policy Gradient28 Oct 2024 0 repositories listed
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Efficient Diversity-based Experience Replay for Deep Reinforcement Learning27 Oct 2024 0 repositories listed
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Adversarial Environment Design via Regret-Guided Diffusion Models25 Oct 2024 0 repositories listed
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MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services25 Oct 2024 0 repositories listed
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Evolutionary Dispersal of Ecological Species via Multi-Agent Deep Reinforcement Learning24 Oct 2024 0 repositories listed
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Implementing Deep Reinforcement Learning-Based Grid Voltage Control in Real-World Power Systems: Challenges and Insights24 Oct 2024 0 repositories listed
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Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement Learning23 Oct 2024 0 repositories listed
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Multimodal Information Bottleneck for Deep Reinforcement Learning with Multiple Sensors23 Oct 2024 0 repositories listed
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Corrected Soft Actor Critic for Continuous Control22 Oct 2024 0 repositories listed
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Invisible Manipulation Deep Reinforcement Learning Enhanced Stealthy Attacks on Battery Energy Management Systems22 Oct 2024 0 repositories listed
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LLM-Assisted Red Teaming of Diffusion Models through "Failures Are Fated, But Can Be Faded"22 Oct 2024 0 repositories listed
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Safe Load Balancing in Software-Defined-Networking22 Oct 2024 0 repositories listed
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Long-distance Geomagnetic Navigation in GNSS-denied Environments with Deep Reinforcement Learning21 Oct 2024 0 repositories listed
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Offline reinforcement learning for job-shop scheduling problems21 Oct 2024 0 repositories listed
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Patrol Security Game: Defending Against Adversary with Freedom in Attack Timing, Location, and Duration21 Oct 2024 0 repositories listed
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RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space21 Oct 2024 0 repositories listed
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AssemblyComplete: 3D Combinatorial Construction with Deep Reinforcement Learning20 Oct 2024 0 repositories listed
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Hierarchical Reinforced Trader (HRT): A Bi-Level Approach for Optimizing Stock Selection and Execution19 Oct 2024 0 repositories listed
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MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning19 Oct 2024 0 repositories listed
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DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation18 Oct 2024 0 repositories listed
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Interpretable end-to-end Neurosymbolic Reinforcement Learning agents18 Oct 2024 0 repositories listed
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Reinforcement Learning in Non-Markov Market-Making18 Oct 2024 0 repositories listed
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Adversarial Inception Backdoor Attacks against Reinforcement Learning17 Oct 2024 0 repositories listed
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Transformer Guided Coevolution: Improved Team Selection in Multiagent Adversarial Team Games17 Oct 2024 0 repositories listed
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A Hierarchical DRL Approach for Resource Optimization in Multi-RIS Multi-Operator Networks16 Oct 2024 0 repositories listed
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AoI-Aware Resource Allocation for Smart Multi-QoS Provisioning16 Oct 2024 0 repositories listed
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Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach16 Oct 2024 0 repositories listed
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Spectrum Sharing using Deep Reinforcement Learning in Vehicular Networks16 Oct 2024 0 repositories listed