Bayesian Time Series Models: Expectation maximisation methods for solving (PO)MDPs and optimal control problems
By Marc Toussaint, Amos J. Storkey, Stefan Harmeling. 2011
11 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Control and Systems Engineering
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Michael L. Littman
- David Barber
- Nikos A. Vlassis
- Lihong Li
- Sergey Levine
- Shimon Whiteson
- Peter D. Turney
- Joelle Pineau
In Control and Systems Engineering
- Michael L. Littman
- David Barber
- Nikos A. Vlassis
- Lihong Li
- Csaba Szepesvari
- Kavosh Asadi
- Emma Brunskill
Citations in the corpus
- On the Computational Complexity of Stochastic Controller Optimization in POMDPs (2011, background): “… as for deterministic controllers: exhaustive search [Smith 1971], branch and bound [Hastings and Sadjadi 1979; Littman 1994], local seach [Poupart and Boutilier 2004; Serin and Kulkarni 2005], constrained quadratic programming [Amato et al. 2007], and the EM algorithm [Toussaint et al. 2011].”