2 papers
cs.LG2025
An Integrated Approach to Neural Architecture Search for Deep Q-Networks
Iman Rahmani, Saman Yazdannik, Morteza Tayefi +1
The performance of deep reinforcement learning agents is fundamentally constrained by their neural network architecture, a choice traditionally made through expensive hyperparamete…
cs.MA2024
On-policy Actor-Critic Reinforcement Learning for Multi-UAV Exploration
Ali Moltajaei Farid, Jafar Roshanian, Malek Mouhoub
Unmanned aerial vehicles (UAVs) have become increasingly popular in various fields, including precision agriculture, search and rescue, and remote sensing. However, exploring unkno…