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George Liu's Projects

diffusiondet icon diffusiondet

PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

dipp icon dipp

Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving https://mczhi.github.io/DIPP/

drlfd_urban icon drlfd_urban

[IEEE IV 22'] Code for 'Improved Deep Reinforcement Learning with Expert Demonstrationsfor Urban Autonomous Driving'

gameformer icon gameformer

[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

hpp icon hpp

Hybrid-Prediction Integrated Planning for Autonomous Driving

mtr icon mtr

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

opgp icon opgp

[ITSC'23] Code for 'Occupancy Prediction-Guided Neural Planner for Autonomous Driving'

racs icon racs

Exploring Representation-Level Augmentation for Code Search in EMNLP 2022

scene-rep-transformer icon scene-rep-transformer

[T-IV] Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving

strajnet icon strajnet

[ICRA'23] Code for 'Multi-modal Hierarchical Transformer for Occupancy Flow Field Prediction in Autonomous Driving'

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