[ros-users] rosglue: a RL-Glue/ ROS bridge

Top Page
Attachments:
Message as email
+ (text/plain)
+ (text/html)
Delete this message
Reply to this message
Author: Sarah Osentoski
Date:  
To: ros-users
Subject: [ros-users] rosglue: a RL-Glue/ ROS bridge
Brown is pleased to announce our beta version of rosglue. rosglue is
a bridge between ROS and RL-Glue (http://glue.rl-community.org/wiki/ 
Main_Page    http://library.rl-community.org/wiki/Main_Page ), a  
standard reinforcement learning (RL) framework.


rosglue is designed to enable RL researchers and roboticists work
together rather than having to reimplement existing methods in both
fields. A goal of rosglue is to allow ROS users to use RL algorithms
provided by RL researchers and, likewise, to allow RL researchers to
more easily use robots running ROS as a learning environment.
rosglue allows a robot running ROS to become an RL-Glue environment
allowing RL-Glue compatible agents to control the robot. A high
level visualization of the framework can be seen at this link: http://
www.flickr.com/photos/brownrobotics/4924345564/

rosglue uses a yaml configuration file to specify the topics and
services and the learning problem. rosglue automatically subscribes
to the topics and services specified in the file. rosglue sends
actions selected to the RL-Glue to the robot using the appropriate
topic or service. It then creates observations from specified topics
for the RL-Glue agent.

rosglue is currently available for download from the brown-ros-pkg
repository (http://code.google.com/p/brown-ros-pkg/) via:

svn co https://brown-ros-pkg.googlecode.com/svn/trunk/experimental/
rlrobot/rosglue rosglue

and preliminary documentation can be found here:

http://code.google.com/p/brown-ros-pkg/wiki/rosglue

Robot Learning and Autonomy @ Brown (RLAB)