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Deep Reinforcement Learning

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TitleStatusHype
LTL-Constrained Policy Optimization with Cycle Experience Replay—0
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning—0
Advanced Intelligent Optimization Algorithms for Multi-Objective Optimal Power Flow in Future Power Systems: A Review—0
CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants—0
Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems—0
Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach—0
Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning—0
TDANet: Target-Directed Attention Network For Object-Goal Visual Navigation With Zero-Shot Ability—0
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement—0
Prescribing Optimal Health-Aware Operation for Urban Air Mobility with Deep Reinforcement Learning—0
Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing—0
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning—0
FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning—0
Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning—0
R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm—0
UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning—0
Generative Probabilistic Planning for Optimizing Supply Chain Networks—0
UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach—0
Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order PickingCode0
Emergent Braitenberg-style Behaviours for Navigating the ViZDoom `My Way Home' Labyrinth—0
Deep Reinforcement Learning-Based Approach for a Single Vehicle Persistent Surveillance Problem with Fuel Constraints—0
Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus ErythematosusCode0
Decision Transformers for Wireless Communications: A New Paradigm of Resource Management—0
Computing Transition Pathways for the Study of Rare Events Using Deep Reinforcement Learning—0
Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement LearningCode1
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads—0
CNN-based Game State Detection for a Foosball Table—0
Deep Reinforcement Learning Control for Disturbance Rejection in a Nonlinear Dynamic System with Parametric Uncertainty—0
Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading—0
Best Response Shaping—0
Intervention-Assisted Policy Gradient Methods for Online Stochastic Queuing Network Optimization: Technical Report—0
Self-organized free-flight arrival for urban air mobility—0
A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT—0
Deep Reinforcement Learning for Traveling Purchaser Problems—0
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning—0
Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems—0
Imitation Game: A Model-based and Imitation Learning Deep Reinforcement Learning Hybrid—0
Learning to Control Camera Exposure via Reinforcement Learning—0
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things—0
Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers—0
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control—0
Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning—0
RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction—0
Variational Autoencoders for exteroceptive perception in reinforcement learning-based collision avoidance—0
Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration—0
Facilitating Reinforcement Learning for Process Control Using Transfer Learning: Overview and Perspectives—0
AirPilot: Interpretable PPO-based DRL Auto-Tuned Nonlinear PID Drone Controller for Robust Autonomous FlightsCode0
Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning—0
Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning—0
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles—0
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