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Davide Buoso's Projects

actor-critic-rl icon actor-critic-rl

Actor critic methods explored using Pytorch and OpenAI Gym on CartPole and Acrobot environments..

apa icon apa

Code of lab activities for the course "Algorithms and Advance Programming".

data_science_lab icon data_science_lab

Repository to keep track of assignment and to explore algorithm explained in the "Data Science Lab" course.

ml4iot24 icon ml4iot24

Repository for the course "Machine Learning for IoT '24"

num_opt_stoc_opt icon num_opt_stoc_opt

Repo referring to the course: Numerical Optimization for large scale Problems and Stochastic Optimization

panda-control-rl icon panda-control-rl

Exploration of techniques to solve tasks with a Panda robotic arm. Simulation based on PyBullet physics engine and gymnasium.

path_planning_drl icon path_planning_drl

Researching new methods to leverage Coverage and Path Planning using DeepRL

quadcopter-ai icon quadcopter-ai

Controlling a Rigidbody Quadcopter using Control Theory and Reinforcement Learning

satdrive-segfl icon satdrive-segfl

MLDL '23 Project: Federated Learning and Semantic Segmentation for Autonomous Driving and Satellite Images Segmentation

snake-rl icon snake-rl

An easy application of Reinforcement Learning to the classic Snake game.

spanluke icon spanluke

Legal Named Entity Recognition through combination of SpanMarkers and Luke

st_iris icon st_iris

StreamLit application using RandomForest to classify flowers from Iris dataset.

unitree-csd icon unitree-csd

Controllability-Aware Unsupervised Skill Discovery (ICML 2023) applied to Unitree robot

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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