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Deep Reinforcement Learning

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TitleStatusHype
Multi-Objective Autonomous Braking System using Naturalistic Dataset—0
Multi-Objective Deep Reinforcement Learning for 5G Base Station Placement to Support Localisation for Future Sustainable Traffic—0
Multiobjective Hydropower Reservoir Operation Optimization with Transformer-Based Deep Reinforcement Learning—0
Deep Reinforcement Learning for Energy-Efficient on the Heterogeneous Computing Architecture—0
Multi-Objective Policy Gradients with Topological Constraints—0
Multi-Objective Provisioning of Network Slices using Deep Reinforcement Learning—0
Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management—0
Multiobjective Vehicle Routing Optimization with Time Windows: A Hybrid Approach Using Deep Reinforcement Learning and NSGA-II—0
Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning—0
Multi-Path Policy Optimization—0
Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design—0
Multiple Code Hashing for Efficient Image Retrieval—0
Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning—0
Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots—0
Multi-Satellite Beam Hopping and Power Allocation Using Deep Reinforcement Learning—0
Multi-Start Team Orienteering Problem for UAS Mission Re-Planning with Data-Efficient Deep Reinforcement Learning—0
Multi-step Greedy Policies in Model-Free Deep Reinforcement Learning—0
Multi-subgoal Robot Navigation in Crowds with History Information and Interactions—0
Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning—0
Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks—0
Multi-task learning with deep model based reinforcement learning—0
Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part I: Communication-Aware Vehicle Control—0
Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part II: Control-Aware Radio Resource Allocation—0
Multi-Time Scale Service Caching and Pricing in MEC Systems with Dynamic Program Popularity—0
Multi-UAV Multi-RIS QoS-Aware Aerial Communication Systems using DRL and PSO—0
Multi-UAV Path Learning for Age and Power Optimization in IoT with UAV Battery Recharge—0
Online Planning for Multi-UAV Pursuit-Evasion in Unknown Environments Using Deep Reinforcement Learning—0
Multi-UAV Speed Control with Collision Avoidance and Handover-aware Cell Association: DRL with Action Branching—0
Multi-User Beamforming with Deep Reinforcement Learning in Sensing-Aided Communication—0
Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing—0
Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving—0
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning—0
MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation—0
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning—0
NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback—0
Natural Gradient Deep Q-learning—0
Natural Language Person Search Using Deep Reinforcement Learning—0
Navigating Assistance System for Quadcopter with Deep Reinforcement Learning—0
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning—0
Navigating the Ocean with DRL: Path following for marine vessels—0
Navigation in a simplified Urban Flow through Deep Reinforcement Learning—0
Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning—0
NavigationNet: A Large-scale Interactive Indoor Navigation Dataset—0
NAVREN-RL: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images—0
Near-Driven Autonomous Rover Navigation in Complex Environments: Extensions to Urban Search-and-Rescue and Industrial Inspection—0
Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach—0
Negotiating Team Formation Using Deep Reinforcement Learning—0
Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks—0
Network Offloading Policies for Cloud Robotics: a Learning-based Approach—0
Network Resource Allocation Strategy Based on Deep Reinforcement Learning—0
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