Electronics360

Wind turbine control systems: From PID to reinforcement learning

In an RL-based control system, the turbine (or wind farm) controller is realized as an agent that observes the state of the ...
IEEE

Federated Reinforcement Learning-based Algorithm for Service Function Chain Deployment

Abstract: Network Function Virtualisation (NFV) technology can flexibly manage choreographed network functions and provide a variety of network services, which has a positive effect on handling ...
IEEE

Q-HIRL: A Q-Network Representation-Based Request Framework for Human-in-the-Loop Reinforcement Learning

Abstract: Human-in-the-loop reinforcement learning (HIRL) has emerged as a promising approach to address the challenges of sample efficiency and exploration in complex environments. This paper ...