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A Library for Advanced Deep Time Series Models.

Python 6,400 1,017 Updated Sep 19, 2024
Python 9 Updated Mar 4, 2024

[ICRA 2021] Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning

Python 96 23 Updated Apr 14, 2024

[ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph

Python 153 29 Updated Apr 7, 2024

Code and Dataset for "Lightweight Neural Path Planning".

6 1 Updated Feb 25, 2023
Python 59 5 Updated Feb 20, 2024

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

Python 583 168 Updated Aug 26, 2022

[ICRA2020] Path Planning in Dynamic Environments using Generative RNNs and Monte Carlo Tree Search

Python 26 3 Updated Jun 20, 2022