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dimadobriy's Projects

ai-lectures icon ai-lectures

Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

caspr icon caspr

Cable-robot Analysis and Simulation Platform for Research Open-Source Software

deep-rl-grasping icon deep-rl-grasping

Train deep reinforcement learning model for robotics grasping. Choose from different perception layers raw Depth, RGBD and autoencoder. Test the learned models in different scenes and object datasets

fcdd icon fcdd

Repository for the Explainable Deep One-Class Classification paper

ferm icon ferm

FERM: A Framework for Efficient Robotic Manipulation

kuka_rl icon kuka_rl

Reinforcement Learning Experiments using PyBullet

mir_robot icon mir_robot

ROS support for the MiR Robots. This is a community project to use the MiR Robots with ROS. It is not affiliated with Mobile Industrial Robots.

mobipick icon mobipick

ROS configuration files (URDF description, Gazebo launch files, MoveIt config, bringup launch files) for the Mobipick robot (MiR 100 base, UR5 arm, Robotiq 2 Finger Gripper + Force-Torque Sensor, Orbbec Astra Mini S 3D camera).

model-predictive-controllers icon model-predictive-controllers

Making model predictive controllers for making a Self-Driving or Autonomous Car follow the speed limit, pull into parking spaces, and avoid obstacles.

mpc_ros icon mpc_ros

Nonlinear Model Predictive Control on Differential Wheeled Mobile Robot using ROS

popi_project icon popi_project

Here is everything you need to know about POPI, our open-source quadruped robot. If you want to check the videos we will release about it, you can have a look at our YouTube channel.

rcognita icon rcognita

rcognita is a flexibly configurable framework for agent-enviroment simulation with a menu of predictive and safe reinforcement learning controllers

simple-reactive-nn icon simple-reactive-nn

On Simple Reactive Neural Networks for Behaviour-Based Reinforcement Learning by Ameya Pore and Gerardo Aragon-Camarasa

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