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hilbert521's Projects

elevator-marl icon elevator-marl

Asynchronous Elevator Control Simulator + Multi-Agent Reinforcement Learning training algorithms

eventtriggered-consensus icon eventtriggered-consensus

MATLAB code for the numerical example in ``Event-Triggered Consensus for Multi-Agent Systems with Guaranteed Robustly Positive Minimum Inter-Event Times

expert_mixture icon expert_mixture

Expert mixture from 1999 article: "Learning to perceive the world as articulated: an approach for hierarchical learning in sensory-motor systems" by J.Tani and S.Nolfi

fcrl icon fcrl

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

filters-probabilisticrobotics icon filters-probabilisticrobotics

Kalman Filter, Histogram Filter, and Particle Filter scripts used for probabilistic robot localization. A PID controller was also developed for this class.

flexbe_app icon flexbe_app

User interface (editor + runtime control) for the FlexBE behavior engine.

formation_control-1 icon formation_control-1

This is the repository for formation control with multi-agent systems implementing custom contour shapes and heterogenous swarms

fracdiff icon fracdiff

Codes for preconditioned iterative methods for fractional diffusion problems

fuzzy-rl-wavelet-networks icon fuzzy-rl-wavelet-networks

Matlab code to control underactuated systems based on a hybrid approach that combines neural networks, reinforcement learning, fuzzy logic and wavelets.

gitignore icon gitignore

A collection of useful .gitignore templates

gnc icon gnc

State estimation notes and exercises

golds-rl-gym icon golds-rl-gym

Cont. control RL algorithms and multi-agent environments

gym-pybullet-drones icon gym-pybullet-drones

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

gym-underactuated icon gym-underactuated

Modified OpenAI gym environments for continuous control of underactuated systems

handscontroller icon handscontroller

HandsController is a multimodal control system for underactuated humanoid robotic hands, specifically this software has been developed to control [Looqui hands]

head_depth icon head_depth

Head detection using haar detector on depth image

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