Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots

Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Pedro M. Pinheiro, Rodrigo da Silva Guerra, Paulo Lilles Drews Jr.. Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots. In Thiago Pedro Donadon Homem, Reinaldo Augusto da Costa Bianchi, Bruno Marques Ferreira da Silva, Carla da Costa Fernandes Curvelo, Milena Faria Pinto, editors, Latin American Robotics Symposium, Brazilian Symposium on Robotics and Workshop on Robotics in Education LARS/SBR/WRE 2022, São Bernardo do Campo, Brazil, October 18-21, 2022. pages 193-198, IEEE, 2022. [doi]

Abstract

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