Search Results for author: Edward Balaban

Found 3 papers, 2 papers with code

Contingency Planning Using Bi-level Markov Decision Processes for Space Missions

1 code implementation26 Feb 2024 Somrita Banerjee, Edward Balaban, Mark Shirley, Kevin Bradner, Marco Pavone

This work focuses on autonomous contingency planning for scientific missions by enabling rapid policy computation from any off-nominal point in the state space in the event of a delay or deviation from the nominal mission plan.

Decision Making

Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal Sensing

1 code implementation16 Sep 2022 Joshua Ott, Edward Balaban, Mykel J. Kochenderfer

Adaptive Informative Path Planning with Multimodal Sensing (AIPPMS) considers the problem of an agent equipped with multiple sensors, each with different sensing accuracy and energy costs.

Bayesian Optimization

Rethinking System Health Management

no code implementations10 Mar 2019 Edward Balaban, Stephen B. Johnson, Mykel J. Kochenderfer

Health management of complex dynamic systems has traditionally evolved separately from automated control, planning, and scheduling (generally referred to in the paper as decision making).

Decision Making Management +1

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