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GSoCOtherLast accepted 2022

RoboComp

Open-source framework to develop robot components

57
Projects
7
Years accepted
5
In 2022

Projects by year

57

2022

5 acceptedShow
  • Reinforcement Learning for pick and place operations

    Accepted project · by Daniel Peix

    Reinforcement learning is an established discipline for the automatic acquisition of control programs from a reward signal. Some early limitations...

  • Extending the Social Navigation component to realistic scenarios

    Accepted project · by Sushant Sreeram Swamy

    Socially aware path planning enables a robot to navigate through a crowded environment causing the least amount of discomfort to the surrounding...

  • Model Predictive Control for obstacle avoidance

    Accepted project · by Kaustab Pal

    I am proposing the use of Convex Inner Approximations to plan the trajectories. The Convex Inner Approximation method finds kinodynamically feasible...

  • Self-Adaptive controller for path following

    Accepted project · by Swati Dantu

    Self-adaptation is a key ability for future autonomous robots. Thanks to this capability, a robot is able to automatically adapt to changes during...

  • Reinforcement Learning for pick and place operations

    Accepted project · by Vamsi Anumula

    The aim of the project is to train a optimal controller using Deep Reinforcement Learning for pick and place operations. The agent improves from a...

2021

10 acceptedShow
  • Webots integration

    Accepted project · by Kacper Kujawski

    This is a proposal for no. 15 project idea - "Webots integration with RoboComp". As the title indicates, the project aims at integrating RoboComp...

  • Sign Language Recognition

    Accepted project · by Trung Ngo Tan

    The main topic can be divided into two parts: +Body and hand detection: I apply the lightweight Openpose model, MediaPipe library, and the optical...

  • Improvement of a Social Navigation component

    Accepted project · by Aditya Kapoor

    With the advent of Machine Learning, one can learn such heuristics and use them as cost functions in conventional path planners. SNGNN-1D is one such...

  • An object detection component for LearnBlock

    Accepted project · by Alejandro Fernández

    Implementing a neural network with transfer learning for a new component of object detection in LearnBlock

  • Graphical-User Interface for affective human-robot interactions

    Accepted project · by Aditya Kasibhatla

    Interaction of a robot with the operator (human) is an important and daunting task. The aim of this project would be to create a clean, modern and...

  • Software agent for traffic and pedestrian traffic monitoring in outdoor environments using RGB cameras.

    Accepted project · by Amarthya Sasi Kiran

    In today’s world, a lot of educated decisions are made using the information collected by robots and are aided by the inferences given by the...

  • Simultaneous path planning and following using Model Predictive Control (SPAF)

    Accepted project · by Yassmin Hesham

    The field of Model Predictive Control (MPC) has seen tremendous progress. The algorithms and high-level software available to solve challenging...

  • Port of AGM from Python 2 to Python 3

    Accepted project · by Fernando Martin

    AGM (Active Grammar-based Modeling) is a Project with the objective of proposing a detailed description of how the software modules of the robots can...

  • Computer vision for detecting elements of a vehicle’s environment with RoboComp

    Accepted project · by Garv Tambi

    The detection of risk situations during the navigation of mobile robots is an essential task for future applications. The goal is to create a...

  • Monocular Depth Estimation from RGB signals

    Accepted project · by Vaibhaw Khemka

    Depth Estimation is one of the attractive research areas in computer vision. The motivation of this project is to estimate depth without the use of...

2020

10 acceptedShow

2019

10 acceptedShow

2018

8 acceptedShow

2017

9 acceptedShow

2016

5 acceptedShow

Public proposals

1

Read them for structure, not to copy. All proposals for RoboComp.