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Online approximation of an infinite horizon optimal path following strategy for a unicycle-type mobile robot is considered. An approximate optimal guidance law is obtained by using an adaptive dynamic programming technique that uses concurrent-learning-based adaptive update laws to estimate the unknown optimal policy. The developed guidance law overcomes challenges with the approximation of the infinite...
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