Motion Forecasting for Autonomous Vehicles using the Argoverse Motion Forecasting Dataset
Use HMM to solve the problem of vehicle trajectory prediction
Packages for common geometric calculations including the ROS transform library, "tf". Also includes ROS bindings for "bullet" physics engine and "kdl" kinematics/dynamics package.
[NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations
This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.
This is the code base for Trajectory and Driver Behavior Prediction in Autonomous Vehicles using Spectral Graph Theory