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Anjian Li

2 accepted papers

2024

Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion

IROS 2024poster

Long-term human trajectory prediction is a challenging yet critical task in robotics and autonomous systems. Prior work that studied how to predict accurate short-term human trajectories with only unimodal features often failed in long-term prediction. Reinforcement learning provides a good solution…

Cited by 3SourceScholar
2021

Prediction-Based Reachability for Collision Avoidance in Autonomous Driving

ICRA 2021poster

Safety is an important topic in autonomous driving since any collision may cause serious injury to people and damage to property. Hamilton-Jacobi (HJ) Reachability is a formal method that verifies safety in multi-agent interaction and provides a safety controller for collision avoidance. However, du…

Cited by 46SourceScholar