Search Results for author: Joshua Ott

Found 2 papers, 1 papers with code

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

Risk-aware Meta-level Decision Making for Exploration Under Uncertainty

no code implementations12 Sep 2022 Joshua Ott, Sung-Kyun Kim, Amanda Bouman, Oriana Peltzer, Mamoru Sobue, Harrison Delecki, Mykel J. Kochenderfer, Joel Burdick, Ali-akbar Agha-mohammadi

Robotic exploration of unknown environments is fundamentally a problem of decision making under uncertainty where the robot must account for uncertainty in sensor measurements, localization, action execution, as well as many other factors.

Decision Making Decision Making Under Uncertainty

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