Deep reinforcement learning for robotics: A survey of real-world successes

C Tang, B Abbatematteo, J Hu… - Annual Review of …, 2024 - annualreviews.org
Reinforcement learning (RL), particularly its combination with deep neural networks,
referred to as deep RL (DRL), has shown tremendous promise across a wide range of …

A Comprehensive Review of Mobile Robot Navigation Using Deep Reinforcement Learning Algorithms in Crowded Environments

H Le, S Saeedvand, CC Hsu - Journal of Intelligent & Robotic Systems, 2024 - Springer
Navigation is a crucial challenge for mobile robots. Currently, deep reinforcement learning
has attracted considerable attention and has witnessed substantial development owing to its …