makramchahine / drone_causalityLinks
Training, data processing, and analysis code used for the paper "Robust Visual Flight Navigation with Liquid Neural Networks".
☆82Updated last year
Alternatives and similar repositories for drone_causality
Users that are interested in drone_causality are comparing it to the libraries listed below
Sorting:
- ☆26Updated last year
- ☆179Updated 2 years ago
- Tutorial to implement Liquid Time-Constant Neural Network from scratch (eng\rus)☆33Updated last year
- Liquid Structural State-Space Models☆371Updated last year
- Research focussed fork of betaflight 4.4.2☆26Updated this week
- A fully-annotated, open-design dataset of autonomous and piloted high-speed flight☆88Updated 10 months ago
- TensorFlow implementation of Liquid Time-Constant Neural Network layers☆21Updated 3 years ago
- Platform for General Robot Intelligence Development☆326Updated 3 months ago
- Official code and checkpoint release for "GNM: A General Navigation Model to Drive Any Robot".☆303Updated last year
- Training efficient drone controllers with Analytic Policy Gradient☆141Updated last year
- Developing and Comparing Vision-based Algorithms for Vision-based Agile Flight☆174Updated 3 years ago
- A framework for drone racing research, built on Microsoft AirSim.☆221Updated 2 years ago
- Controlling a Rigidbody Quadcopter using Control Theory and Reinforcement Learning☆220Updated 2 years ago
- A Multiple Quadrotor Environment Compatible With OpenAI Gym☆188Updated 3 months ago
- Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments☆288Updated 6 months ago
- Jax Official Implementation of T-RO Paper: Songyuan Zhang*, Oswin So*, Kunal Garg, Chuchu Fan: "GCBF+: A Neural Graph Control Barrier Fun…☆93Updated 4 months ago
- A Crazyflie simulator for testing CFLib Python code, ROS 2 nodes through Crazyswarm2, custom crazyflie-firmware modules, or perform a fli…☆111Updated 5 months ago
- End-to-end optimal quadcopter control through Reinforcement Learning☆60Updated last month
- The Fastest Deep Reinforcement Learning Library☆868Updated last week
- Isaac Drone Racer is a reinforcement learning framework for high speed autonomous drone racing, built on top of IsaacLab☆129Updated 2 months ago
- Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.☆74Updated 3 years ago
- Python implementation of Bug2 algorithm to navigate a quadcopter/multirotor in the AirSim simulator.☆17Updated last year
- Simulation environments for the CrazyFlie quadrotor: Used for Reinforcement Learning and Sim-to-Real Transfer☆36Updated last year
- Training transferable end-to-end quadrotor control policies on a laptop in 18 seconds.☆532Updated 4 months ago
- Autonomous drone racing course @ LSY☆40Updated this week
- ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting…☆73Updated 3 months ago
- ☆383Updated 10 months ago
- Knowledge-based learning of nonlinear dynamics and chaos☆16Updated 2 years ago
- UAV Flight Simulator for Reinforcement Learning Research☆184Updated 4 months ago
- Aerial Gym Simulator - Isaac Gym Simulator for Aerial Robots☆575Updated last week