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An application of reinforcement learning to a Markov game is presented.The test-bed has continuous states and nonlinear dynamics.Advantage learning is a more recent algorithm that supercedes advantage updating, and requires only that the A(x,u) advantages be stored.

advantage updating-82

(available from the Defense Technical Information Center, Cameron Station, Alexandria, VA 22304-6145).

The old advantage updating algorithm is applied to a 2-player game.

Along with helping clients get on the latest release, the team is able to assist clients with leveraging the countless new features that are introduced with each the size of a time step, then advantage learning differs from Q-learning for small time steps in that the differences between advantages in a given state are larger than the differences between Q values.

What about later updates whenever a new problem is discovered, how can i update without using wga?

This allows clients to focus on the new features and functionality being delivered, rather than the process of how to get there.




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