Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs

Synergetic-informed deep reinforcement learning for sustainable management of transportation networks with large action spaces

Comfort-Oriented Motion Planning for Automated Vehicles Using Deep Reinforcement Learning

Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning

Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach

Multi-leader Adaptive Cruise Control Systems considering Sensor Measurement Uncertainties based on Deep Reinforcement Learning

Deep reinforcement learning for predictive aircraft maintenance using probabilistic Remaining-Useful-Life prognostics

Learning-Based Multi-Robot Formation Control With Obstacle Avoidance

Generalized Single-Vehicle-Based Graph Reinforcement Learning for Decision-Making in Autonomous Driving

Configuration of the Actor and Critic Network of the Deep Reinforcement Learning controller for Multi-Energy Storage System

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT

Large-Scale Wildfire Mitigation Through Deep Reinforcement Learning

Optimizing deep reinforcement learning policies for deteriorating systems considering ordered action structuring and value of information

Automated lane changing using deep reinforcement learning: a user-acceptance case study

A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV

Safe reinforcement learning in long-horizon partially observable environments

Limit order placement optimization with Deep Reinforcement Learning: Learning from patterns in cryptocurrency market data

Deep Reinforcement Learning for Goal-directed Visual Navigation