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Deep Reinforcement Learning

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TitleStatusHype
A Survey on Explainable Deep Reinforcement Learning—0
Closing the Responsibility Gap in AI-based Network Management: An Intelligent Audit System Approach—0
Fast Adaptive Anti-Jamming Channel Access via Deep Q Learning and Coarse-Grained Spectrum Prediction—0
STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion—0
Seasonal Station-Keeping of Short Duration High Altitude Balloons using Deep Reinforcement Learning—0
A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach—0
Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation—0
Policy Abstraction and Nash Refinement in Tree-Exploiting PSROCode0
Lightweight Authenticated Task Offloading in 6G-Cloud Vehicular Twin Networks—0
Deep Reinforcement Learning-Based Optimization of Second-Life Battery Utilization in Electric Vehicles Charging Stations—0
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer—0
MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning—0
Regret-Optimized Portfolio Enhancement through Deep Reinforcement Learning and Future Looking Rewards—0
DRL-based Dolph-Tschebyscheff Beamforming in Downlink Transmission for Mobile Users—0
Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless Networks—0
TeLL-Drive: Enhancing Autonomous Driving with Teacher LLM-Guided Deep Reinforcement Learning—0
Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning—0
Actor Critic with Experience Replay-based automatic treatment planning for prostate cancer intensity modulated radiotherapy—0
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents—0
Decorrelated Soft Actor-Critic for Efficient Deep Reinforcement Learning—0
Blood Glucose Level Prediction in Type 1 Diabetes Using Machine LearningCode0
Investigating Tax Evasion Emergence Using Dual Large Language Model and Deep Reinforcement Learning Powered Agent-based Simulation—0
Neural Operator based Reinforcement Learning for Control of first-order PDEs with Spatially-Varying State DelayCode0
CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius MaximizationCode0
Digital Twin Synchronization: Bridging the Sim-RL Agent to a Real-Time Robotic Additive Manufacturing Control—0
ASAP: Learning Generalizable Online Bin Packing via Adaptive Selection After Pruning—0
A Dual-Agent Adversarial Framework for Robust Generalization in Deep Reinforcement Learning—0
On the Interplay Between Sparsity and Training in Deep Reinforcement Learning—0
Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations—0
Objects matter: object-centric world models improve reinforcement learning in visually complex environments—0
Movable Antenna-Aided Cooperative ISAC Network with Time Synchronization error and Imperfect CSI—0
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement LearningCode0
Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning—0
Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays—0
Reducing Action Space for Deep Reinforcement Learning via Causal Effect EstimationCode0
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent—0
Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks—0
Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation—0
CSAOT: Cooperative Multi-Agent System for Active Object Tracking—0
Adaptive Data Exploitation in Deep Reinforcement LearningCode0
Deep Reinforcement Learning with Hybrid Intrinsic Reward Model—0
UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain—0
Sum Rate Enhancement using Machine Learning for Semi-Self Sensing Hybrid RIS-Enabled ISAC in THz Bands—0
Heuristic Deep Reinforcement Learning for Phase Shift Optimization in RIS-assisted Secure Satellite Communication Systems with RSMA—0
Secure Resource Allocation via Constrained Deep Reinforcement Learning—0
Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework—0
DRL-Based Maximization of the Sum Cross-Layer Achievable Rate for Networks Under Jamming—0
Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum—0
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning—0
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer—0
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