End-to-end learning for off-road terrain navigation using the Chrono open-source simulation platform

Author:

Benatti Simone,Young Aaron,Elmquist Asher,Taves Jay,Tasora Alessandro,Serban RaduORCID,Negrut Dan

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Science Applications,Mechanical Engineering,Aerospace Engineering,Modeling and Simulation

Reference49 articles.

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2. UW-Madison Simulation Based Engineering Laboratory: Supporting simulations. https://go.wisc.edu/256xb9 (2021)

3. Jakobi, N., Husbands, P., Harvey, I.: Noise and the reality gap: the use of simulation in evolutionary robotics. In: European Conference on Artificial Life, pp. 704–720. Springer, Berlin (1995)

4. Tobin, J., Fong, R., Ray, A., Schneider, J., Zaremba, W., Abbeel, P.: Domain randomization for transferring deep neural networks from simulation to the real world. In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 23–30. IEEE, Piscataway, NJ (2017)

5. Chebotar, Y., Handa, A., Makoviychuk, V., Macklin, M., Issac, J., Ratliff, N., Fox, D.: Closing the sim-to-real loop: adapting simulation randomization with real world experience. In: 2019 International Conference on Robotics and Automation (ICRA), pp. 8973–8979. IEEE, Piscataway, NJ (2019)

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