RLtoolkit Version 1.0 b7 October 27, 2017
Note: the arrangement of modules in this package is subject to change (and most likely will!) with future releases.
##To use:
-
Move the RLtoolkit folder to your site-packages folder for Python OR
export PYTHONPATH=$PYTHONPATH:/path/to/rltoolkit -
You can then import as you would any other package
In Python: from RLtoolkit import Tiles.tiles as tiles from RLtoolkit.traces import * from RLtoolkit import * etc. From the command line: python -m RLtoolkit.gridworld.gwDemoG
##Contents:
examples - a folder of demos to run, using the toolkit
- the maintenance example
- mountain car (GUI and nonGUI)
fa - function approximation demo (currently only uses tile coding) gridworld - gridworld demo G - a general low level graphics drawing package Quickgraph - a simple graphing package (uses g) for 2 and 3d graphs Tiles - the tile coding package
basicclasses.py - definitions for simulation, agent and environment objects RLinterface - contains the rl interface object and methods for it traces - eligibility traces handling utilities - some general utilities guiwindow - a generic simulation window with buttons and menus (not yet documented for users) demo - helps load the demos and run them guiuser - loads all the major tools from the toolkit (if you do from guiuser import *, you get all the tools with no need to prefix module names)
These are shortcuts to some of the tool packages: tiles - imports Tiles.tiles g.py - imports G.g graph.py - imports Quickgraph.graph graph3d.py - imports Quickgraph.graph3d
There are some extra things for the RLinterface: RLinterface2 is the interface described on the first RLAI web page as RL 6 RLinterface3 is a start of the interface described on the RL benchmarks page rlitest2a is a simple test of RLinterface2 rlitest2b is the random walk example with RLinterface2 rlittest3a is a simple test of RLinterface3 rlitest3b is the random walk example with RLinterface3