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Chrisantha Fernando
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2020 – today
- 2023
- [i14]Chrisantha Fernando, Dylan Banarse, Henryk Michalewski, Simon Osindero, Tim Rocktäschel:
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution. CoRR abs/2309.16797 (2023) - 2022
- [c27]Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando:
CLIP-CLOP: CLIP-Guided Collage and Photomontage. ICCC 2022: 190-194 - [i13]Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando:
CLIP-CLOP: CLIP-Guided Collage and Photomontage. CoRR abs/2205.03146 (2022) - 2021
- [i12]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 abs/2105.00162 (2021) - 2020
- [i11]Chrisantha Fernando, Daria Zenkova, Stanislav Nikolov, Simon Osindero:
From Language Games to Drawing Games. CoRR abs/2010.02820 (2020)
2010 – 2019
- 2019
- [c26]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: 683-692 - [c25]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: 1134-1142 - 2018
- [c24]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: 109-110 - [c23]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: 1313-1320 - [c22]Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu:
Hierarchical Representations for Efficient Architecture Search. ICLR (Poster) 2018 - [i10]Chrisantha Thomas Fernando, Jakub Sygnowski, Simon Osindero, Jane Wang, Tom Schaul, Denis Teplyashin, Pablo Sprechmann, Alexander Pritzel, Andrei A. Rusu:
Meta-Learning by the Baldwin Effect. CoRR abs/1806.07917 (2018) - [i9]Jane X. Wang, Edward Hughes, Chrisantha Fernando, Wojciech M. Czarnecki, Edgar A. Duéñez-Guzmán, Joel Z. Leibo:
Evolving intrinsic motivations for altruistic behavior. CoRR abs/1811.05931 (2018) - 2017
- [j11]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) - [c21]Nathaniel Virgo
, Eran Agmon, Chrisantha Fernando:
Lineage selection leads to evolvability at large population sizes. ECAL 2017: 420-427 - [c20]Drew Purves, Chrisantha Fernando:
Evolving brains in evolving environments. GECCO 2017: 3 - [i8]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 abs/1701.08734 (2017) - [i7]Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu:
Hierarchical Representations for Efficient Architecture Search. CoRR abs/1711.00436 (2017) - [i6]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 abs/1711.09846 (2017) - 2016
- [c19]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: 109-116 - [i5]Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando:
Learning to Generate Genotypes with Neural Networks. CoRR abs/1604.04153 (2016) - [i4]Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra:
Convolution by Evolution: Differentiable Pattern Producing Networks. CoRR abs/1606.02580 (2016) - 2015
- [c18]Davy Smith, Laurissa N. Tokarchuk, Chrisantha Fernando:
Evolving Diverse Strategies Through Combined Phenotypic Novelty and Objective Function Search. EvoApplications 2015: 344-354 - 2014
- [j10]Alexander W. Churchill, Chrisantha Fernando:
An evolutionary cognitive architecture made of a bag of networks. Evol. Intell. 7(3): 169-182 (2014) - [c17]Joshua Evan Auerbach, Chrisantha Fernando, Dario Floreano:
Online Extreme Evolutionary Learning Machines. ALIFE 2014: 465-472 - [c16]Martha Lewis
, Anna Fedor, Michael Öllinger, Eörs Szathmáry, Chrisantha Fernando:
Modelling Reaction Times in Non-linear Classification Tasks. SAB 2014: 53-64 - [c15]Mark Roper, Nikolaos Katsaros, Chrisantha Fernando:
Voxel Robot: A Pneumatic Robot with Deformable Morphology. SAB 2014: 230-239 - [i3]Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando:
A Denoising Autoencoder that Guides Stochastic Search. CoRR abs/1404.1614 (2014) - 2013
- [j9]Chrisantha Fernando:
From Blickets to Synapses: Inferring Temporal Causal Networks by Observation. Cogn. Sci. 37(8): 1426-1470 (2013) - [c14]Chrisantha Fernando:
Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience. Living Machines 2013: 71-82 - [c13]Chrisantha Fernando, Vera Vasas, Alexander W. Churchill:
Design for a Darwinian Brain: Part 2. Cognitive Architecture. Living Machines 2013: 83-95 - [i2]Chrisantha Fernando:
Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience. CoRR abs/1303.7200 (2013) - [i1]Chrisantha Fernando, Vera Vasas:
Design for a Darwinian Brain: Part 2. Cognitive Architecture. CoRR abs/1303.7201 (2013) - 2012
- [j8]Nathaniel Virgo
, Chrisantha Fernando, Bill Bigge, Phil Husbands:
Evolvable Physical Self-Replicators. Artif. Life 18(2): 129-142 (2012) - [j7]Chrisantha Fernando, Eörs Szathmáry, Phil Husbands:
Selectionist and Evolutionary Approaches to Brain Function: A Critical Appraisal. Frontiers Comput. Neurosci. 6: 24 (2012) - [j6]Simon McGregor, Vera Vasas, Phil Husbands, Chrisantha Fernando:
Evolution of Associative Learning in Chemical Networks. PLoS Comput. Biol. 8(11) (2012) - [p1]Chrisantha Fernando:
Fluid Construction Grammar in the Brain. Computational Issues in Fluid Construction Grammar 2012: 312-330 - 2011
- [j5]Chrisantha Fernando:
Co-evolution of lexical and syntactic classifiers during a language game. Evol. Intell. 4(3): 165-182 (2011) - [c12]Nathaniel Virgo, Chrisantha Fernando, Bill Bigge, Phil Husbands:
The elongation catastrophe in physical self-replicators. ECAL 2011: 828-835 - [c11]Chrisantha Fernando, George Kampis, Eörs Szathmáry:
Evolvability of Natural and Artificial Systems. FET 2011: 73-76 - 2010
- [j4]Chrisantha Fernando, Richard A. Goldstein
, Eörs Szathmáry:
The Neuronal Replicator Hypothesis. Neural Comput. 22(11): 2809-2857 (2010) - [c10]Chrisantha Fernando:
The Origin of Informational Replicators by Serial Dilution of a Primordial Soup. ALIFE 2010: 45-48 - [c9]Chrisantha Fernando:
Neuronal replicators solve the stability-plasticity dilemma. GECCO 2010: 153-154 - [c8]Richard A. Goldstein, Phil Husbands, Chrisantha Fernando, Dov J. Stekel:
In Silico Biology. Pacific Symposium on Biocomputing 2010: 477-480
2000 – 2009
- 2008
- [j3]Chrisantha Fernando:
The Principles of Life Tibor Ganti. (2003, Oxford University Press.) 220 pages. Artif. Life 14(4): 467-470 (2008) - [j2]Chrisantha Fernando, Jonathan E. Rowe:
The origin of autonomous agents by natural selection. Biosyst. 91(2): 355-373 (2008) - [c7]Eduardo Izquierdo, Chrisantha Fernando:
The Evolution of Evolvability in Gene Transcription Networks. ALIFE 2008: 265-273 - 2007
- [c6]Ingo Paenke, Bernhard Sendhoff, Jonathan E. Rowe, Chrisantha Fernando:
On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments. ECAL 2007: 355-364 - [c5]Anthony M. L. Liekens, Chrisantha Thomas Fernando:
Turing Complete Catalytic Particle Computers. ECAL 2007: 1202-1211 - [c4]Chrisantha Thomas Fernando, Jonathan E. Rowe:
Hebbian learning in a simple gene circuit. GECCO 2007: 426 - [c3]Ben Jones, Dov J. Stekel
, Jonathan E. Rowe, Chrisantha Fernando:
Is there a Liquid State Machine in the Bacterium Escherichia Coli? ALIFE 2007: 187-191 - 2005
- [j1]Simon McGregor, Chrisantha Fernando:
Levels of Description: A Novel Approach to Dynamical Hierarchies. Artif. Life 11(4): 459-472 (2005) - [c2]Chrisantha Fernando:
The Good Symbiont. ECAL 2005: 695-704 - 2003
- [c1]Chrisantha Fernando, Sampsa Sojakka:
Pattern Recognition in a Bucket. ECAL 2003: 588-597
Coauthor Index
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