Subham's Projects
Linear Regression using Python
The aim is to apply the search technique of AI to a complex problem to find the solution. The formulation of a problem as search is an integral part of AI where Heuristic search will allow you to find optimal solutions and Local search may not find the optimal solution, but able to find good solutions.
Useful links of different content related to AI, Computer Vision, and Robotics.
For cooperative path finding path planning Based on David Silver's paper "Cooperative Pathfinding"
Dynamics of a closed loop system like slider cranke mechanism and Simulation in MATLAB
Given the orientation and position of the end effector, the aim is to find all possible solutions using kinematic decoupling.
Simulation of Non-holonomic robot in coppeliasim with internal api and external api
Working on model predictive control to control a group of multiple mobile robots and generate online trajectories in real time while avoiding collision with static point obstacles and other robots. On-demand Collision avoidance method is used to avoid collision and a replanning strategy is to be used to avoid disturbances to the system.
Path planning of RRR arm from initial to final configurations such that it does not hit the obstacles using potential field for path planning.
Implementation of Simple RRT, Biased RRT, and RRT Star
Implementation of the paper "Segregation of Heterogeneous Units in a Swarm of Robotic Agents" Authors-Manish Kumar; Devendra P. Garg; Vijay Kumar
Just an intro......
Swarm Robotics Strategies to follow waypoints in surveillance tasks.
Assignment for flytbase