Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
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Updated
Nov 24, 2023 - Python
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
Pedestrian simulator powered by the social force model
[T-RO 2023] DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles
Extended Social Force Model in Python for social navigation research
A curated list of robot social navigation.
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)
SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.
Pedestrian ROS simulator with Gazebo and differential wheeled robots
Socially normative mobile robot navigation
Code base for Social Robot Tree Search (SoRTS).
Official repository for the paper "Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation"
Code base for SICNav: Safe and Interactive Crowd Navigation using Model Predictive Control and Bilevel Optimization
Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space (IEEE-IV-2024)
This is a online social robot navigation framework that implements several techniques for that matter, like the social relevance validity checking and an extended social comfort cost function.
Social navigation with Mixed Strategy Nash Equilibrium (BRNE: Bayesian Recursive Nash Equilibrium)
Socially Aware Robot Navigation on Ros with Turtlebot3
This repository is an upgraded version of the pedsim_ros package, mainly featuring the addition of robot spawning capability during the pedestrian simulation.
Adaptive social controller algorithms with Deep Reinforcement Learning.
An infrastructure built using PyGame and OpenAI Gymnasium used to train robots within a social navigation context with a wide range of human motion models to simulate crowds of pedestrians.
A JAX based implementation of the Optimal Reciprocal Collision Avoidance (ORCA) in Python.
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