Media - Surprise-Based Learning

Introductions / News

 

Demonstrations

 
2008-06-07SBL experimental setup
A flyby of the surprise-based learning experimental environment and robot
Author(s) Nadeesha Ranasinghe
 
2008-06-07SBL sensor toggle experiment - external
An external camera view of the an SBL experiment where the camera is flipped 180 degrees after learning for a while. Targetting after learning for a short while is shown, followed by targetting after sensor toggle and relearning
Author(s) Nadeesha Ranasinghe
 
2008-06-07SBL sensor toggle experiment - data
An internal data view of an SBL experiment where the camera is flipped 180 degrees after learning for a while. Targetting after learning for a short while is shown, followed by targetting after sensor toggle and relearning
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion prior to learning - line
The target is the red wall and white floor seen from a particular distance. The robot has not learnt how to move backwards to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion prior to learning - turn
The target is the green wall. The robot has not learnt how to turn to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion prior to learning - corner
The target is the corner of the red and green walls. The robot has not learnt how to turn to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion after learning - line
The target is the red wall and white floor seen from a particular distance. The robot has learnt how to move backwards to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion after learning - turn
The target is the red wall. The robot has learnt how to turn to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion after learning - corner
The target is the corner of the red and yellow walls. The robot has learnt how to turn to accomplish this.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera - line
The camera is flipped while the robot was learning. The robot is unable to move to target due to surprises
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera - turn
The camera is flipped while the robot was learning. The robot is unable to turn towards the green wall without further learning
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera - corner
The camera is flipped while the robot was learning. The robot is unable to turn towards the corner of the blue and red walls
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera and relearning - line
The camera is flipped while the robot was learning and is allowed to learn for a while longer. The robot is able to learn move backwards to see the green wall and white floor at a distance.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera and relearning - turn
The camera is flipped while the robot was learning and is allowed to learn for a while longer. The robot adapts to turn towards the blue wall.
Author(s) Nadeesha Ranasinghe
 
2008-06-06SBL motion with flipped camera and relearning - corner
The camera is flipped while the robot was learning and is allowed to learn for a while longer. The robot adapts to turn towards the corner of the green and yellow walls.
Author(s) Nadeesha Ranasinghe
 
2008-05-12SBL Complementary Rules & Multi Stage Planner
The complementary rules have been padded to accomodate ABSENT explicitly. Also the planner has been modified to find a route to the targets in the first stage, move to remove fiducials that are not a part of the target scene and finally plan to adjust the sizes
Author(s) Nadeesha Ranasinghe
 
2008-04-10SBL sensor toggle
The camera image has been flipped along the vertical axis. SBL is still able to learn and track a target.
Author(s) Nadeesha Ranasinghe
 
2008-04-09SBL tracking target
Learning a world model and using it to track a target which is set during runtime.
Author(s) Nadeesha Ranasinghe
 
2008-04-07SBL world model
This video shows how SBL creates a compact world model with very few surprises.
Author(s) Nadeesha Ranasinghe
 
USC-ISI