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cs.RO2023
Coordination of Bounded Rational Drones through Informed Prior Policy
Durgakant Pushp, Junhong Xu, Lantao Liu
Biological agents, such as humans and animals, are capable of making decisions out of a very large number of choices in a limited time. They can do so because they use their prior…
cs.RO2023★ 3 cited
Towards Efficient MPPI Trajectory Generation with Unscented Guidance: U-MPPI Control Strategy
Ihab S. Mohamed, Junhong Xu, Gaurav S Sukhatme +1
The classical Model Predictive Path Integral (MPPI) control framework, while effective in many applications, lacks reliable safety features due to its reliance on a risk-neutral tr…