Piqle 2.0

Francesco De Comite, Martin Mauch — Fri, 19 Jun 2009 10:16:53 -0000

PIQLE was primarily designed for implementing and testing the algorithms and problems described in Sutton's and Barto's Reinforcement Learning, An Introduction

Reinforcement learning algorithms are relatively generic, as based on a quite abstract notions of state, action,reward.

We tried to respect the genericity and transcript it in Java, a language very well suited for this.

Defining and designing separately the notions of agent, algorithms, environment, and how those objects communicate with each other made it possible to obtain a very general platform for reinforcement learning experiments , easy to understand, easy to use, and also easy to extend, by mean of adding new algorithms, new problems, new agents...

mloss.org Piqle

Piqle 2.0