Zhiyu Huang
Zhiyu Huang
Driving-IRL-NGSIM
[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning
DIPP
[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving
Expert-Prior-RL
[TNNLS] Imitative Expert Prior-Guided Reinforcement Learning for Autonomous Driving
Predictive-Decision
[ITSC 2023] Predictive Decision-making Framework with Interaction-aware Motion Forecasting Model
GameFormer
[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning
GameFormer-Planner
[ICCV & CVPR Workshop] Learning-enabled Interactive Prediction and Planning Framework for Autonomous Vehicles
DTPP
[ICRA 2024] Differentiable Joint Conditional Prediction and Cost Evaluation for Tree Policy Planning