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Guang's Projects

acados icon acados

Fast and embedded solvers for nonlinear optimal control

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

macbf icon macbf

Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates

neural_clbf icon neural_clbf

Toolkit for learning controllers based on robust control Lyapunov barrier functions

neuromancer icon neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

rotorpy icon rotorpy

A multirotor simulator with aerodynamics for education and research.

vectorizedmultiagentsimulator icon vectorizedmultiagentsimulator

VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

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