herolab-uga / gut-pursuit-evasion-robotarium
Software codes for running the Game-theoretic Utility Tree (GUT) algorithm for the multi-robot Pursuit-Evasion problem in the Robotarium's simulator-hardware multi-robot testbed.
☆20Updated 2 years ago
Alternatives and similar repositories for gut-pursuit-evasion-robotarium:
Users that are interested in gut-pursuit-evasion-robotarium are comparing it to the libraries listed below
- This repository contains Python scripts for multiple pursuer one evader differential pursuit evasion game.☆29Updated 4 years ago
- ☆48Updated 2 years ago
- POMG algorithm for large-scale pursuit game with partial observation and no communication.☆20Updated 2 months ago
- Application of an LSTM-based policy gradient on an RL agent☆14Updated 2 years ago
- End-to-end reinforcement learning using DDPG and PPO algorithms in a simulated robot environment☆18Updated 5 years ago
- Target tracking environments for RL☆30Updated 4 years ago
- This is GitHub repo for Real-time Multi-Robot Mission Planning in Cluttered Environment.☆22Updated last year
- ☆16Updated last year
- Distributed Multi-vehicle Task Assignment and Motion Planning in Dense Environments☆41Updated 5 months ago
- This is the official repository for the paper "Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones".☆31Updated last year
- ☆10Updated 2 years ago
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆23Updated last year
- Researching new methods to leverage DeepRL for Coverage and Path Planning☆15Updated 2 months ago
- OpenAI gym environment of an Unmanned Surface Vehicle.☆42Updated 4 years ago
- The Code of the paper: "ABCS Flocking: A Leader-Follower Collision Free UAV Flocking System with Multi-Agent Reinforcement Learning"☆14Updated 9 months ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆37Updated 7 months ago
- Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoft…☆33Updated last month
- Multi agent scalable reinforcement learning for formation control with collision avoidance☆33Updated 5 months ago
- Python implementation of "Flocking for multi-agent dynamic systems: Algorithms and theory" by Olfati-Saber for multi-agent triangular for…☆43Updated 2 years ago
- Code for the paper "Collaborative Target Search with a Visual Drone Swarm: Adaptive Curriculum Embedded Multistage Reinforcement Learnin…☆44Updated last year
- Multi-Agent Reinforcement Learning (MARL) method to learn scalable control polices for multi-agent target tracking.☆34Updated last year
- Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning☆19Updated 4 years ago
- A leader-follower formation control using deep reinforcement learning environment, In which every agent can learn to follow the leader ag…☆48Updated 2 years ago
- Astar and RRT implementation using matplotlib☆11Updated 4 years ago
- A task allocation algorithm built on the PX4 Gazebo simulation platform☆15Updated 4 years ago
- A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques.☆12Updated 3 years ago
- Differential game theory for multi-agent collision avoidance. Simulations set up.☆11Updated 4 years ago
- DRL-based path planner for real quadrotor☆47Updated last year
- This is an implementation of the paper Cooperative and Distributed Reinforcement Learning of Drones for Field Coverage by Huy Xuan Pham, …☆19Updated 4 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆9Updated 2 years ago