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Useful Policy Invariant Shaping from Arbitrary Advice


Nov 02, 2020
Paniz Behboudian, Yash Satsangi, Matthew E. Taylor, Anna Harutyunyan, Michael Bowling

* 9 pages, 6 figures, Adaptive and Learning Agents (ALA) 2020 Workshop 

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Exploiting Submodular Value Functions For Scaling Up Active Perception


Sep 21, 2020
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek, Matthijs T. J. Spaan

* Autonomous Robot 42 2018. Original article available via Springer journal open access: https://link.springer.com/article/10.1007/s10514-017-9666-5 

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Real-Time Resource Allocation for Tracking Systems


Sep 21, 2020
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek, Henri Bouma

* UAI 2017 
* http://auai.org/uai2017/proceedings/papers/130.pdf 

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Maximizing Information Gain in Partially Observable Environments via Prediction Reward


May 11, 2020
Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans Oliehoek, Martha White

* AAMAS 2020 

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Probably Approximately Correct Greedy Maximization


Feb 25, 2016
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek


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