Chrisantha Fernando

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 20

Top Topics

Symbolic Knowledge

General Intelligence

Stochastic Search

Top Venues

GECCO (Companion)

Living Machines

Publications

Chrisantha Fernando, Dylan Banarse, Henryk Michalewski, Simon Osindero, Tim Rocktäschel
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution. CoRR (2023)
Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando
CLIP-CLOP: CLIP-Guided Collage and Photomontage. ICCC (2022)
Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando
CLIP-CLOP: CLIP-Guided Collage and Photomontage. CoRR (2022)
Chrisantha Fernando, S. M. Ali Eslami, Jean-Baptiste Alayrac, Piotr Mirowski, Dylan Banarse, Simon Osindero
Generative Art Using Neural Visual Grammars and Dual Encoders. CoRR (2021)
Chrisantha Fernando, Daria Zenkova, Stanislav Nikolov, Simon Osindero
From Language Games to Drawing Games. CoRR (2020)
Jane X. Wang, Edward Hughes, Chrisantha Fernando, Wojciech M. Czarnecki, Edgar A. Duéñez-Guzmán, Joel Z. Leibo
Evolving Intrinsic Motivations for Altruistic Behavior. AAMAS (2019)
Dylan Banarse, Yoram Bachrach, Siqi Liu, Guy Lever, Nicolas Heess, Chrisantha Fernando, Pushmeet Kohli, Thore Graepel
The Body is Not a Given: Joint Agent Policy Learning and Morphology Evolution. AAMAS (2019)
Chrisantha Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu
Meta-learning by the baldwin effect. GECCO (Companion) (2018)
Jane X. Wang, Edward Hughes, Chrisantha Fernando, Wojciech M. Czarnecki, Edgar A. Duéñez-Guzmán, Joel Z. Leibo
Evolving intrinsic motivations for altruistic behavior. CoRR (2018)
Chrisantha Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu
Meta-learning by the Baldwin effect. GECCO (Companion) (2018)
Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu
Hierarchical Representations for Efficient Architecture Search. ICLR (Poster) (2018)
Mark Roper, Chrisantha Fernando, Lars Chittka
Insect Bio-inspired Neural Network Provides New Evidence on How Simple Feature Detectors Can Enable Complex Visual Generalization and Stimulus Location Invariance in the Miniature Brain of Honeybees. PLoS Comput. Biol. 13 (2) (2017)
Drew Purves, Chrisantha Fernando
Evolving brains in evolving environments. GECCO (2017)
Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu
Hierarchical Representations for Efficient Architecture Search. CoRR (2017)
Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu
Population Based Training of Neural Networks. CoRR (2017)
Nathaniel Virgo, Eran Agmon, Chrisantha Fernando
Lineage selection leads to evolvability at large population sizes. ECAL (2017)
Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A. Rusu, Alexander Pritzel, Daan Wierstra
PathNet: Evolution Channels Gradient Descent in Super Neural Networks. CoRR (2017)
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
Learning to Generate Genotypes with Neural Networks. CoRR (2016)
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra
Convolution by Evolution: Differentiable Pattern Producing Networks. GECCO (2016)
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra
Convolution by Evolution: Differentiable Pattern Producing Networks. CoRR (2016)
Davy Smith, Laurissa N. Tokarchuk, Chrisantha Fernando
Evolving Diverse Strategies Through Combined Phenotypic Novelty and Objective Function Search. EvoApplications (2015)
Martha Lewis, Anna Fedor, Michael Öllinger, Eörs Szathmáry, Chrisantha Fernando
Modelling Reaction Times in Non-linear Classification Tasks. SAB (2014)
Joshua Evan Auerbach, Chrisantha Fernando, Dario Floreano
Online Extreme Evolutionary Learning Machines. ALIFE (2014)
Alexander W. Churchill, Chrisantha Fernando
An evolutionary cognitive architecture made of a bag of networks. Evol. Intell. 7 (3) (2014)
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
A Denoising Autoencoder that Guides Stochastic Search. CoRR (2014)
Mark Roper, Nikolaos Katsaros, Chrisantha Fernando
Voxel Robot: A Pneumatic Robot with Deformable Morphology. SAB (2014)
Chrisantha Fernando
Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience CoRR (2013)
Chrisantha Fernando, Vera Vasas, Alexander W. Churchill
Design for a Darwinian Brain: Part 2. Cognitive Architecture. Living Machines (2013)
Chrisantha Fernando, Vera Vasas
Design for a Darwinian Brain: Part 2. Cognitive Architecture CoRR (2013)
Chrisantha Fernando
Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience. Living Machines (2013)
Chrisantha Fernando
From Blickets to Synapses: Inferring Temporal Causal Networks by Observation. Cogn. Sci. 37 (8) (2013)
Simon McGregor, Vera Vasas, Phil Husbands, Chrisantha Fernando
Evolution of Associative Learning in Chemical Networks. PLoS Comput. Biol. 8 (11) (2012)
Chrisantha Fernando, Eörs Szathmáry, Phil Husbands
Selectionist and Evolutionary Approaches to Brain Function: A Critical Appraisal. Frontiers Comput. Neurosci. 6 (2012)
Nathaniel Virgo, Chrisantha Fernando, Bill Bigge, Phil Husbands
Evolvable Physical Self-Replicators. Artif. Life 18 (2) (2012)
Chrisantha Fernando
Co-evolution of lexical and syntactic classifiers during a language game. Evol. Intell. 4 (3) (2011)
Nathaniel Virgo, Chrisantha Fernando, Bill Bigge, Phil Husbands
The elongation catastrophe in physical self-replicators. ECAL (2011)
Chrisantha Fernando, George Kampis, Eörs Szathmáry
Evolvability of Natural and Artificial Systems. FET (2011)
Chrisantha Fernando
Neuronal replicators solve the stability-plasticity dilemma. GECCO (2010)
Chrisantha Fernando
The Origin of Informational Replicators by Serial Dilution of a Primordial Soup. ALIFE (2010)
Richard A. Goldstein, Phil Husbands, Chrisantha Fernando, Dov J. Stekel
In Silico Biology. Pacific Symposium on Biocomputing (2010)
Chrisantha Fernando, Richard A. Goldstein, Eörs Szathmáry
The Neuronal Replicator Hypothesis. Neural Comput. 22 (11) (2010)
Chrisantha Fernando
Tibor Ganti. (2003, Oxford University Press.) 220 pages. Artif. Life 14 (4) (2008)
Eduardo Izquierdo, Chrisantha Fernando
The Evolution of Evolvability in Gene Transcription Networks. ALIFE (2008)
Chrisantha Fernando, Jon Rowe
The origin of autonomous agents by natural selection. Biosyst. 91 (2) (2008)
Ben Jones, Dov J. Stekel, Jon Rowe, Chrisantha Fernando
Is there a Liquid State Machine in the Bacterium Escherichia Coli? ALIFE (2007)
Ingo Paenke, Bernhard Sendhoff, Jon Rowe, Chrisantha Fernando
On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments. ECAL (2007)
Chrisantha Fernando
The Good Symbiont. ECAL (2005)
Simon McGregor, Chrisantha Fernando
Levels of Description: A Novel Approach to Dynamical Hierarchies. Artif. Life 11 (4) (2005)
Chrisantha Fernando, Sampsa Sojakka
Pattern Recognition in a Bucket. ECAL (2003)