Dynamic Systems

By Jerome R. Busemeyer, L. Nadel. 2017

73 citations recorded by the source corpus.

Subfields: Computational Theory and Mathematics, Global and Planetary Change, Statistical and Nonlinear Physics

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computational Theory and Mathematics

1. Evangelos A. Theodorou
2. Stefan Schaal
3. Sergey Levine
4. Jonas Buchli
5. Vikash Kumar
6. Hilbert J. Kappen
7. Pieter Abbeel
8. Jan Peters

In Statistical and Nonlinear Physics

1. Jonas Buchli
2. Stefan Schaal
3. Evangelos A. Theodorou

Citations in the corpus

• MOPO: Model-based Offline Policy Optimization (2020, neutral): “certainty quantification, a key ingredient to our approach, is critical to good performance in model-based RL both theoretically [63, 75, 44] and empirically [12, 7, 50, 39, 8], and in optimal control [62, 2, 34]. Unlike these works, we develop and leverage proper uncertainty estimates that particula”
• Learning Policy Improvements with Path Integrals (2010, background): “In stochastic optimal control framework (Stengel, 1994), the goal is to find the controls ut that minimize the value function:”