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Deep Reinforcement Learning

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TitleStatusHype
Generative Probabilistic Planning for Optimizing Supply Chain Networks—0
R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm—0
Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning—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
Deep Reinforcement Learning-Based Approach for a Single Vehicle Persistent Surveillance Problem with Fuel Constraints—0
Emergent Braitenberg-style Behaviours for Navigating the ViZDoom `My Way Home' Labyrinth—0
Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus ErythematosusCode0
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads—0
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
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
A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT—0
Self-organized free-flight arrival for urban air mobility—0
Deep Reinforcement Learning for Traveling Purchaser Problems—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
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning—0
Learning to Control Camera Exposure via Reinforcement Learning—0
Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers—0
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things—0
MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control—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
Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning—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
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
Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning—0
Removing the need for ground truth UWB data collection: self-supervised ranging error correction using deep reinforcement learning—0
CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning—0
Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoTCode0
VDSC: Enhancing Exploration Timing with Value Discrepancy and State Counts—0
Learning Traffic Signal Control via Genetic Programming—0
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization—0
Bi-Level Control of Weaving Sections in Mixed Traffic Environments with Connected and Automated Vehicles—0
Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling—0
Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse—0
Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial PoliciesCode0
Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation—0
Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning—0
DouRN: Improving DouZero by Residual Neural NetworksCode0
Fast Value Tracking for Deep Reinforcement Learning—0
Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making—0
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