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Franck Djeumou's Projects

airsim icon airsim

AirSim with multiple vehicules enabled

datacontrolreach icon datacontrolreach

Data-Driven Algorithms for Reachability Analysis and Control of Unknown Non Linear Systems Under Scarce Data and Available Side INformation

datareachcontrol icon datareachcontrol

Data-Driven Reachability Analysis and Control of Unknown Smooth systems based on Taylor Models

embedded_outer_ode icon embedded_outer_ode

An online verification tool based on taylor model and affine arithmetic optimized to be embedded on real time systems

gtlproco icon gtlproco

Journal paper on Probabilistic Control of Heteregeneous Swarms Subject to Graph Temporal Logic Specifications: A Decentralized and Scalable Algorithm

mavros icon mavros

MAVLink to ROS gateway with proxy for Ground Control Station

mce_irl_pomdps icon mce_irl_pomdps

Maximum Causal Entropy Inverse Reinforcement Learning in Partially Observable Environment with High-Level Side Information

physics_constrained_nn icon physics_constrained_nn

Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling

prism icon prism

The main development version of the PRISM model checker.

reduced_af icon reduced_af

A C implementation of affine arithmetic with no dynamic allocation

safety-gym icon safety-gym

Tools for accelerating safe exploration research.

sde4mbrl icon sde4mbrl

A framework for learning to control via learning uncertainty-aware neural SDEs of the environment and utilizing MBRL or MPC for control.

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