Exploration from Generalization Mediated by Multiple Controllers

By Peter S. Dayan. 2013

16 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Control and Systems Engineering, 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 Artificial Intelligence

1. J. Urgen Schmidhuber
2. Rupesh Kumar Srivastava
3. Bas R. Steunebrink
4. Gianluca Baldassarre
5. Marco Mirolli
6. Shimon Edelman
7. Pierre-Yves Oudeyer
8. David R Ha

In Control and Systems Engineering

1. Gianluca Baldassarre
2. J. Urgen Schmidhuber
3. Bas R. Steunebrink
4. Marco Mirolli
5. Rupesh Kumar Srivastava
6. Shimon Edelman

In Statistical and Nonlinear Physics

1. Gianluca Baldassarre
2. J. Urgen Schmidhuber
3. Marco Mirolli
4. Rupesh Kumar Srivastava
5. Shimon Edelman

Citations in the corpus

• PowerPlay: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem (2011, background): “3; compare [1, 5, 22, 20]), P OWERPLAY provably (by design) does not have any problems with online learning—it cannot forget previously learned skills, auto matically segmenting its life into a sequence of clearly identified tasks with explicitly recorded solution s.”
• First Experiments with PowerPlay (2012, background): “[1, 4, 13, 11]), P OWER P LAY provably (by design) does not have any problems with online learning—it cannot forget previously learned skills, automatically segmenting its life into a sequence of clearly identified tasks with explicitly recorded solutions.”
• Intrinsically Motivated Learning in Natural and Artificial Systems (2013, background): “…Nehmzow et al. 2012; Oudeyer et al. 2012), machine learning (Barto 2012; Schmidhuber 2012), computational modelling (Baldassarre and Mirolli 2012; Dayan 2012; Gurney et al. 2012; Merrick 2012; Mirolli and Baldassarre 2012), psychology (Schlesinger 2012; Stafford et al. 2012; Taffoni et al.…”
• The minority report: some common assumptions to reconsider in the modelling of the brain and behaviour (2016, background): “…suggested that this is done by distinct circuits passing through the basal ganglia insofar as they instantiate two mechanisms of RL: one driven by internal motives (manifesting agency) and the other by external motives (responding to reward) (Hikosaka & Isoda, 2010; Redgrave et al., 2010, 2013).”