2 papers
cs.RO2025
Self-driving cars: Are we there yet?
Merve Atasever, Zhuochen Liu, Qingpei Li +4
Autonomous driving remains a highly active research domain that seeks to enable vehicles to perceive dynamic environments, predict the future trajectories of traffic agents such as…
cs.LG2025
RANDPOL: Parameter-Efficient End-to-End Quadruped Locomotion via Randomized Policy Learning
Zhuochen Liu, Rahul Jain, Quan Nguyen
Modern learning-based locomotion controllers typically rely on fully trainable deep neural networks with a large number of parameters. This paper studies a different design point f…