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Learning Navigation Costs from Demonstration with Semantic Observations

9 Jun 2020 • Tianyu Wang • Vikas Dhiman • Nikolay Atanasov

This paper focuses on inverse reinforcement learning (IRL) for autonomous robot navigation using semantic observations. The objective is to infer a cost function that explains demonstrated behavior while relying only on the expert's observations and state-control trajectory... (read more)

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