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Deep Reinforcement Learning

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TitleStatusHype
XSS Adversarial Attacks Based on Deep Reinforcement Learning: A Replication and Extension StudyCode0
Controlling dynamics of stochastic systems with deep reinforcement learningCode0
Target Defense with Multiple Defenders and an Agile Attacker via Residual Policy Learning—0
Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results—0
Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric—0
Applications of deep reinforcement learning to urban transit network design—0
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation—0
Distributed Coordination for Heterogeneous Non-Terrestrial Networks—0
Event-Based Limit Order Book Simulation under a Neural Hawkes Process: Application in Market-Making—0
Facilitating Emergency Vehicle Passage in Congested Urban Areas Using Multi-agent Deep Reinforcement Learning—0
Exploring Sentiment Manipulation by LLM-Enabled Intelligent Trading Agents—0
Human-AI Collaboration in Cloud Security: Cognitive Hierarchy-Driven Deep Reinforcement Learning—0
SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning—0
SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning—0
Hyperspherical Normalization for Scalable Deep Reinforcement Learning—0
SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics—0
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications—0
Atomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocation—0
Fighter Jet Navigation and Combat using Deep Reinforcement Learning with Explainable AICode0
Improving Collision-Free Success Rate For Object Goal Visual Navigation Via Two-Stage Training With Collision Prediction—0
Learning Symbolic Task Decompositions for Multi-Agent TeamsCode0
Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning—0
Learning a High-quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum—0
Navigating Demand Uncertainty in Container Shipping: Deep Reinforcement Learning for Enabling Adaptive and Feasible Master Stowage PlanningCode0
A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem—0
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