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Deep Reinforcement Learning

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TitleStatusHype
Non-Progressive Influence Maximization in Dynamic Social Networks—0
Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm—0
Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios—0
Vision-Based Deep Reinforcement Learning of UAV Autonomous Navigation Using Privileged Information—0
Reinforcement Learning: An Overview—0
Putting the Iterative Training of Decision Trees to the Test on a Real-World Robotic Task—0
A Temporally Correlated Latent Exploration for Reinforcement Learning—0
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based ServicesCode0
Action Mapping for Reinforcement Learning in Continuous Environments with Constraints—0
Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access—0
Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach—0
Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management—0
Less is More: A Stealthy and Efficient Adversarial Attack Method for DRL-based Autonomous Driving Policies—0
Using Deep Reinforcement Learning to Enhance Channel Sampling Patterns in Integrated Sensing and Communication—0
PathletRL++: Optimizing Trajectory Pathlet Extraction and Dictionary Formation via Reinforcement LearningCode0
Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement LearningCode0
From Mystery to Mastery: Failure Diagnosis for Improving Manipulation Policies—0
Optimizing Plastic Waste Collection in Water Bodies Using Heterogeneous Autonomous Surface Vehicles with Deep Reinforcement LearningCode0
GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach—0
A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication—0
Multi-Agent Deep Reinforcement Learning for Distributed and Autonomous Platoon Coordination via Speed-regulation over Large-scale Transportation Networks—0
Combinatorial Rising Bandit—0
Core Placement Optimization of Many-core Brain-Inspired Near-Storage Systems for Spiking Neural Network Training—0
SANGO: Socially Aware Navigation through Grouped Obstacles—0
A Comprehensive Survey of Reinforcement Learning: From Algorithms to Practical Challenges—0
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