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Published on Apr 17, 2011
A physically-simulated cart is controlled by a Verve agent (http://verve-agents.sourceforge.net) in order to balance an attached pole. Based on simple reinforcement signals (-1 when the pole falls over or the cart goes off the edge of the platform, +1 otherwise), the agent learns to balance the pole for 30 minutes after about 600 trials.