Susumu Katayama

According to our database, Susumu Katayama authored at least 16 papers between 2000 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Computable Variants of AIXI which are More Powerful than AIXItl.

Susumu Katayama

J. Artif. Gen. Intell., 2019

BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation.

Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge.

Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation.

Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama

CoRR, 2018

2016

Ideas for a Reinforcement Learning Algorithm that Learns Programs.

Susumu Katayama

Proceedings of the Artificial General Intelligence - 9th International Conference, 2016

2015

Towards Human-Level Inductive Functional Programming.

Susumu Katayama

Proceedings of the Artificial General Intelligence, 2015

2011

MagicHaskeller: System demonstration.

Susumu Katayama

Proceedings of AAIP 2011, 2011

An Analytical Inductive Functional Programming System that Avoids Unintended Programs.

Susumu Katayama

Proceedings of AAIP 2011, 2011

2009

Recent Improvements of MagicHaskeller.

Susumu Katayama

Proceedings of the Approaches and Applications of Inductive Programming, 2009

2008

Efficient Exhaustive Generation of Functional Programs Using Monte-Carlo Search with Iterative Deepening.

Susumu Katayama

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

2007

Stochastic analysis of schema distribution in a multiplicative landscape.

Hiroshi Furutani, Susumu Katayama, Makoto Sakamoto, Takao Ito

Artif. Life Robotics, 2007

2006

Some properties of four-dimensional multicounter automata.

Makoto Saito, Makoto Sakamoto, Youichirou Nakama, Takao Ito, Katsushi Inoue, Hiroshi Furutani, Susumu Katayama

Artif. Life Robotics, 2006

2005

Systematic search for lambda expressions.

Susumu Katayama

Proceedings of the Revised Selected Papers from the Sixth Symposium on Trends in Functional Programming, 2005

Influence of Finite Population Size - Extinction of Favorable Schemata.

Hiroshi Furutani, Makoto Sakamoto, Susumu Katayama

Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004

Power of Brute-Force Search in Strongly-Typed Inductive Functional Programming Automation.

Susumu Katayama

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2000

A Universal Generalization for Temporal-Difference Learning Using Haar Basis Functions.

Susumu Katayama, Hajime Kimura, Shigenobu Kobayashi

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000