Value of information

Getting value from artificial intelligence in agriculture

Matthew J. Smith

Citations: 230 • 2018

Optimizing information exchange in cooperative multi-agent systems

Claudia V. Goldman, Shlomo Zilberstein

Citations: 212 • 2003

Decision-theoretic planning under uncertainty with information rewards for active cooperative perception

Matthijs T. J. Spaan, Tiago Veiga, Pedro U. Lima

Citations: 64 • 2014

PLGRIM: Hierarchical Value Learning for Large-scale Exploration in Unknown Environments

Sung-Kyun Kim, Amanda Bouman, Gautam Salhotra, David D. Fan, Kyohei Otsu, Joel W. Burdick, Ali‐akbar Agha‐mohammadi

Citations: 46 • 2021

Submodular Surrogates for Value of Information

Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha S Srinivasa, Andreas Krause

Citations: 43 • 2015

Costly sequential experimentation and project valuation with an application to health technology assessment

Jacco Thijssen, Daniele Bregantini

Citations: 13 • 2017

On aggregating information in actor networks

Stephan Olariu, Shahram Mohrehkesh, Xianping Wang, Michele C. Weigle

Citations: 10 • 2014

Optimizing Information Value: Improving Rover Sensor Data Collection

Justin Glasgow, Geb Thomas, Erin Pudenz, Nathalie A. Cabrol, David Wettergreen, Peter Coppin

Citations: 9 • 2008

Optimizing Consensus-based Multi-target Tracking with Multiagent Rollout Control Policies

Tianqi Li, Lucas W. Krakow, Swaminathan Gopalswamy

Citations: 8 • 2021

PLGRIM: Hierarchical Value Learning for Large-scale Exploration in Unknown Environments

Sung-Kyun Kim, Amanda Bouman, Gautam Salhotra, David D. Fan, Kyohei Otsu, Joel W. Burdick, Ali‐akbar Agha‐mohammadi

Citations: 7 • 2021

Value of Information Analysis in Feedback Control

Touraj Soleymani

Citations: 5 • 2019

Myopic Policy Bounds for Information Acquisition POMDPs

Mikko Lauri, Nikolay Atanasov, George J. Pappas, Risto Ritala

Citations: 2 • 2016