Showing posts with label neural. Show all posts
Showing posts with label neural. Show all posts

Saturday, June 11, 2011

Simulated Crawling Robot controlled via NeuroEvolution of Augmenting Topologies (NEAT) - Video


Simulated Crawling Robot controlled via NeuroEvolution of Augmenting Topologies (NEAT)
Tutorial Description
In order to test out many different learning algorithms it was suggested I create a simulator for my robot. I created the simulator and augmented a version of NEAT which I found for MATLAB. NEAT is a genetic algorithm which evolves neural networks. It is really cool and looks to also be really powerful. The original paper can be found here: http://nn.cs.utexas.edu/pub-view.php?PubID=122 Also for more information on my project be sure to check out: http://wikis.swarthmore.edu/ECE90/index.php/Velez2009 It will probably take me two days or so to update it for the simulator and stuff IĆ¢€™ve done with NEAT
Simulated Crawling Robot controlled via NeuroEvolution of Augmenting Topologies (NEAT) - Video

Thursday, February 10, 2011

Grasping simulaton with neural network in Matlab - Video


Grasping simulaton with neural network in Matlab
Tutorial Description
A neural network based agent using reinforcement learning determines the adequate posture of a simulated arm to grasp an obect while avoiding obstacles.
Grasping simulaton with neural network in Matlab - Video