Susumu Katayama

Publication Activity (10 Years)

Years Active: 2000-2019
Publications (10 Years): 7

Top Topics

Functional Programming

Data Transformation

Background Knowledge

Top Venues

J. Artif. Gen. Intell.

Publications

Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) (2019)
Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) (2019)
Susumu Katayama
Computable Variants of AIXI which are More Powerful than AIXItl. J. Artif. Gen. Intell. 10 (1) (2019)
Susumu Katayama
Computable Variants of AIXI which are More Powerful than AIXItl. CoRR (2018)
Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR (2018)
Susumu Katayama
Ideas for a Reinforcement Learning Algorithm that Learns Programs. AGI (2016)
Susumu Katayama
Towards Human-Level Inductive Functional Programming. AGI (2015)
Susumu Katayama
An analytical inductive functional programming system that avoids unintended programs. PEPM (2012)
Susumu Katayama
MagicHaskeller: System demonstration. AAIP (2011)
Susumu Katayama
An Analytical Inductive Functional Programming System that Avoids Unintended Programs. AAIP (2011)
Susumu Katayama
Recent Improvements of MagicHaskeller. AAIP (2009)
Susumu Katayama
Efficient Exhaustive Generation of Functional Programs Using Monte-Carlo Search with Iterative Deepening. PRICAI (2008)
Hiroshi Furutani, Susumu Katayama, Makoto Sakamoto, Takao Ito
Stochastic analysis of schema distribution in a multiplicative landscape. Artif. Life Robotics 11 (1) (2007)
Makoto Saito, Makoto Sakamoto, Youichirou Nakama, Takao Ito, Katsushi Inoue, Hiroshi Furutani, Susumu Katayama
Some properties of four-dimensional multicounter automata. Artif. Life Robotics 10 (2) (2006)
Hiroshi Furutani, Makoto Sakamoto, Susumu Katayama
Influence of Finite Population Size - Extinction of Favorable Schemata. ICNC (2) (2005)
Susumu Katayama
Systematic search for lambda expressions. Trends in Functional Programming (2005)
Susumu Katayama
Power of Brute-Force Search in Strongly-Typed Inductive Functional Programming Automation. PRICAI (2004)
Susumu Katayama, Hajime Kimura, Shigenobu Kobayashi
A Universal Generalization for Temporal-Difference Learning Using Haar Basis Functions. ICML (2000)