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PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
[CVPR 2023] Query-Centric Trajectory Prediction
The ApolloScape Open Dataset for Autonomous Driving and its Application.
Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++
Code for "Transformer Networks for Trajectory Forecasting"
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”
TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle
Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.