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Minghao Shen's Projects

drake icon drake

Model-based design and verification for robotics.

drone-dataset-tools icon drone-dataset-tools

The goal of this repo is to make the drone datasets as easy to use as possible. For this purpose we provide source code in Python, which allows the import and visualization of the datasets.

metadrive icon metadrive

MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

mtr icon mtr

MTR: Motion Transformer with Global Intention Localization and Local Movement Refinement, NeurIPS 2022.

pomdp-baselines icon pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022

trajectron-plus-plus icon trajectron-plus-plus

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

tuplan_garage icon tuplan_garage

[CoRL'23] Parting with Misconceptions about Learning-based Vehicle Motion Planning

waymax icon waymax

A JAX-based simulator for autonomous driving research.

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