Simulative Investigations of Crowd Evacuation by Incorporating Reinforcement Learning Scheme. - Nitinun Sinpan; Pruk Sasithong; Sushank Chaudhary; Suvit Poomrittigul; Natt Leelawat; Lunchakorn Wuttisittikulkij (ICACS, 2022)

Proximal Policy Optimization for Crowd Evacuation in Complex Environments - A Metaverse Approach at Krung Thep Aphiwat Central Terminal, Thailand. - Sushank Chaudhary; Nitinun Sinpan; Pruk Sasithong; Sunita Khichar; Panithan la-Aiddee; Natt Leelawat; Amir Parnianifard; Suvit Poomrittigul; Lunchakorn Wuttisittikulkij (IEEE Access, 2024)