Proceedings of the 14th European Conference on Artificial Life 2017

Conference Date
2017
Location
Lyon, France
ISBN
978-0-262-34633-7
Date Published
September 2017
Proceedings of the European Conference on Artificial Life

Proceedings of the 14th European Conference on Artificial Life 2017

This volume is the proceedings of ECAL 2017, the Fourteenth European Conference on Artificial Life, held September 4–8th 2017, in Lyon, France (https://project.inria.fr/ecal2017/). Since the first ECAL in 1991, the conference is the main international event of the International Society for Artificial Life in odd-numbered years, alternating with ALife, the International Conference on the Synthesis and Simulation of Living Systems. The theme of this edition of ECAL was "Create, play, experiment, discover: The experimental power of virtual worlds". The volume contains the abstracts of the seven invited presentations, as well as 87 contributed articles selected by the programme committee based on at least three independent reviews. Contributions are either long (up to 8 pages) or short (up to 2 pages) articles. Long articles present original results, while short articles are extended abstracts presenting either original work or recently published work. These contributions cover all the topics of artificial life, including: artificial chemistry; origins of life; self-replication, self-repair and morphogenesis; evolutionary dynamics; ecological dynamics; social dynamics; computational cellular biology; computational physiology; bio-inspired robotics; evolutionary robotics; perception, cognition and behavior; evolution of language and computational linguistics; embodied and interactive systems; collective dynamics of swarms; complex dynamical systems and networks; cellular automata and discrete dynamical systems; economic and social systems as living systems; computational humanities; methodologies and tools for artificial life; interactions between in silico/in vitro/in vivo experiments; philosophical, epistemological and ethical issues; artificial life and education; artificial life-based art; applications of artificial life; living technologies.

Table of Contents

Foreword
pp. vii-xiii
Abstract | PDF (2.01 MB)

What is life? The emergence of life in a mineral world
pp. 1-1
Abstract | PDF (577.14 KB)

Experimenting with computing and in computing: Stretching the traditional notion of experimentation
pp. 2-3
Abstract | PDF (653.9 KB)

The illusion of life
pp. 4-5
Abstract | PDF (4.48 MB)

Evolution of complex adaptations
pp. 6-7
Abstract | PDF (660.01 KB)

Synthetic palaeontology: Reconstructing ancient life using virtual robots
pp. 8-9
Abstract | PDF (656.81 KB)

Drug addiction and alteration of decision making process
pp. 10-10
Abstract | PDF (544.77 KB)

Swarm engineering across scales: From robots to nanomedicine
pp. 11-12
Abstract | PDF (1.11 MB)

Structural coupling of a Potts model cell
pp. 13-20
Abstract | PDF (2.71 MB)

Criticality as it could be: Organizational invariance as self-organized criticality in embodied agents
pp. 21-28
Abstract | PDF (1.42 MB)

Signatures of criticality in a maximum entropy model of the C. elegans brain during free behaviour
pp. 29-35
Abstract | PDF (1009.26 KB)

An active inference implementation of phototaxis
pp. 36-43
Abstract | PDF (985.87 KB)

Reweighting rewards in embodied evolution to achieve a balanced distribution of labour
pp. 44-51
Abstract | PDF (1.12 MB)

Delving deeper into homeostatic dynamics of reaction diffusion systems with a general fluid dynamics and artificial chemistry model
pp. 52-59
Abstract | PDF (1.58 MB)

Choice of robot morphology can prohibit modular control and disrupt evolution
pp. 60-67
Abstract | PDF (1.36 MB)

Action and perception for spatiotemporal patterns
pp. 68-75
Abstract | PDF (779.65 KB)

MABE (Modular Agent Based Evolver): A framework for digital evolution research
pp. 76-83
Abstract | PDF (1.38 MB)

Sexual selection promotes ecological speciation in digital organisms
pp. 84-90
Abstract | PDF (775.39 KB)

Life-like swarm behavior of multiple chemotactic droplets
pp. 91-95
Abstract | PDF (1.17 MB)

Evolution of a complex anti-predator niche construction in a physical 2D predator-prey simulation and a feature analysis of defensive structures using a deep auto-encoder
pp. 96-97
Abstract | PDF (1.09 MB)

Evolutionary game-theoretic modeling of past societies' social organization
pp. 98-105
Abstract | PDF (993.03 KB)

Mood modelling within reinforcement learning
pp. 106-113
Abstract | PDF (750.19 KB)

Dynamic thresholds for self-organizing predictive cells
pp. 114-121
Abstract | PDF (799.52 KB)

Spatial resource heterogeneity creates local hotspots of evolutionary potential
pp. 122-129
Abstract | PDF (1.45 MB)

Lag in situated, embodied and dynamical adaptive systems
pp. 130-137
Abstract | PDF (1.25 MB)

Evolving neural networks with multiple internal models
pp. 138-145
Abstract | PDF (912.77 KB)

Building physical self-replicating machines
pp. 146-153
Abstract | PDF (1.17 MB)

Effects of local communication and spatial position in a collective decision-making model
pp. 154-161
Abstract | PDF (897.32 KB)

Learning collaborative foraging in a swarm of robots using embodied evolution
pp. 162-161
Abstract | PDF (1.14 MB)

Investigating the effects of noise on a cell-to-cell communication mechanism for structure regeneration
pp. 170-177
Abstract | PDF (999.05 KB)

Comparing and contrasting functional blueprints for simple self-replicating protocellular and robotics systems
pp. 178-183
Abstract | PDF (912.12 KB)

A self-organized one-neuron controller for artificial life on wheels
pp. 184-185
Abstract | PDF (722.89 KB)

Simulating multicell populations with an accelerated gro simulator
pp. 186-188
Abstract | PDF (824.83 KB)

Programmed self-replication and life-cycles of microchip swarming protocells
pp. 189-189
Abstract | PDF (1.21 MB)

Competitive dynamics in eco-evolutionary genetically-regulated swarms
pp. 190-197
Abstract | PDF (1.86 MB)

Going round in circles
pp. 198-199
Abstract | PDF (1.14 MB)

Can social learning increase learning speed, performance or both?
pp. 200-207
Abstract | PDF (871.2 KB)

How mutation alters fitness of cooperation in networked evolutionary games
pp. 208-213
Abstract | PDF (915.75 KB)

Analysis of Lamarckian evolution in morphologically evolving robots
pp. 214-221
Abstract | PDF (2.6 MB)

Reservoir computing with a chaotic circuit
pp. 222-229
Abstract | PDF (2.25 MB)

An evolutionary robotics model of visually-guided braking: Testing optical variables
pp. 230-236
Abstract | PDF (1.23 MB)

A minimal model of collective behaviour based on non-reciprocal interactions
pp. 237-244
Abstract | PDF (1.31 MB)

Criticality of gene regulatory networks and the resulting morphogenesis
pp. 245-246
Abstract | PDF (1 MB)

Functional grouping analysis of varying reactor types in the Spiky-RBN AChem
pp. 247-254
Abstract | PDF (1.26 MB)

Evolution-in-materio computations: Hierarchies rising from electron dynamics in carbon nanotubes
pp. 255-256
Abstract | PDF (760.76 KB)

Gene duplications drive the evolution of complex traits and regulation
pp. 257-264
Abstract | PDF (1.15 MB)

A 4-base model for the Aevol in-silico experimental evolution platform
pp. 265-266
Abstract | PDF (629.36 KB)

The effects of environmental structure on the evolution of modularity in a pattern classifier
pp. 267-274
Abstract | PDF (1005.25 KB)

Learning by stimulation avoidance scales to large neural networks
pp. 275-282
Abstract | PDF (2.9 MB)

Let the explanation fit the theorist - Enactive explanatory pluralism and the representation debate
pp. 283-289
Abstract | PDF (596.53 KB)

Lexicase selection outperforms previous strategies for incremental evolution of virtual creature controllers
pp. 290-297
Abstract | PDF (1.45 MB)

Effects of cooperative and competitive coevolution on complexity in a linguistic prediction game
pp. 298-205
Abstract | PDF (1.03 MB)

Improved adaptation in exogenously and endogenously changing environments
pp. 306-313
Abstract | PDF (1007.33 KB)

Road detection using convolutional neural networks
pp. 314-321
Abstract | PDF (1002.27 KB)

Modeling patterns of wealth disparity in predynastic Upper Egypt
pp. 322-323
Abstract | PDF (580.23 KB)

The development of spatial recognition and navigation in hierarchical recurrent neural network with convolution processing
pp. 324-331
Abstract | PDF (1.35 MB)

Shepherding with robots that do not compute
pp. 332-339
Abstract | PDF (1.18 MB)

EvoMove: Evolutionary-based living musical companion
pp. 340-347
Abstract | PDF (881.18 KB)

Emergence of hierarchy from the evolution of individual influence in an agent-based model
pp. 348-355
Abstract | PDF (1.48 MB)

The evolution of active droplets in chemorobotic platforms
pp. 356-357
Abstract | PDF (568.15 KB)

Investigations into the evolutionary origin of navigation and learning
pp. 358-359
Abstract | PDF (1.71 MB)

Time as it could be measured in artificial living systems
pp. 360-367
Abstract | PDF (764.09 KB)

Environmental seasonality drives digital populations towards stable cross-feeding
pp. 368-369
Abstract | PDF (1.02 MB)

Locating critical regions by the Relevance Index
pp. 370-371
Abstract | PDF (762.95 KB)

Stochastic sexual interaction facilitates the evolution of asexual cooperation in the social amoeba
pp. 372-379
Abstract | PDF (726.27 KB)

Online fitting of computational cost to environmental complexity: Predictive coding with the ε-network
pp. 380-387
Abstract | PDF (2.1 MB)

Virtual experience of complex dynamics emerging in a social particle swarm model by sonification
pp. 388-395
Abstract | PDF (1.48 MB)

Evolution of recursive combination operation
pp. 396-403
Abstract | PDF (1.41 MB)

Transparency Of Execution Using Epigenetic Networks
pp. 404-411
Abstract | PDF (920.08 KB)

A dynamic model of the phosphate response system with synthetic promoters in Escherichia coli
pp. 412-419
Abstract | PDF (1.18 MB)

Lineage selection leads to evolvability at large population sizes
pp. 420-427
Abstract | PDF (2.13 MB)

Development of morphology based on resource distribution: Finding the shortest path in a maze by vascular morphogenesis controller
pp. 428-429
Abstract | PDF (691.85 KB)

Towards making a cyborg: A closed-loop reservoir-neuro system
pp. 430-437
Abstract | PDF (1.81 MB)

Open-ended evolution in cellular automata worlds
pp. 438-445
Abstract | PDF (853.3 KB)

Critical mutation rate in a population with horizontal gene transfer
pp. 446-453
Abstract | PDF (922.6 KB)

Tuning extrinsic noise effects on a small genetic circuit
pp. 454-459
Abstract | PDF (1.01 MB)

An adaptive approach for monitoring evolutionary algorithms behavior for dynamic environments
pp. 460-466
Abstract | PDF (4.56 MB)

Better than average: Analyzing distributions to understand robot behavior in a multi-agent area coverage problem
pp. 467-474
Abstract | PDF (642.25 KB)

A human-in-the-loop environment for developmental biology
pp. 475-482
Abstract | PDF (2.02 MB)

An architecture for the closed-loop control of droplet thermocapillary motion
pp. 483-489
Abstract | PDF (1.57 MB)

A new design principle for an autonomous robot
pp. 490-466
Abstract | PDF (1.92 MB)

Tuning Jordan algebra artificial chemistries with probability spawning functions
pp. 497-504
Abstract | PDF (1.17 MB)

The statistical thermodynamics of active perception
pp. 505-512
Abstract | PDF (1.49 MB)

Complex flocking dynamics without global stimulus
pp. 513-520
Abstract | PDF (1.4 MB)

A tool to construct simulation models of biochemical cascades
pp. 521-528
Abstract | PDF (887.99 KB)

Animal-guided evolutionary computation in honeybees and robots
pp. 529-536
Abstract | PDF (1022.89 KB)

Ortus: An emotion--driven approach to (artificial) biological intelligence
pp. 537-544
Abstract | PDF (3.8 MB)

Self-organized criticality in code repositories
pp. 545-552
Abstract | PDF (1.88 MB)

Major evolutionary transitions in the Voxelbuild virtual sandbox game
pp. 553-560
Abstract | PDF (1.82 MB)

A curiosity model for artificial agents
pp. 561-568
Abstract | PDF (1.63 MB)

Role reassignment and resource management in human organizations
pp. 569-576
Abstract | PDF (786.54 KB)

On virtual machine architectures for evolutionary music composition
pp. 577-584
Abstract | PDF (773.94 KB)

Learning aquatic locomotion with animats
pp. 585-592
Abstract | PDF (1.21 MB)

Threshold for cooperation on irregular spatial networks
pp. 593-599
Abstract | PDF (2.95 MB)

Sense of presence in oneiric virtual environments: Sketching the necessary and sufficient conditions
pp. 600-605
Abstract | PDF (1.12 MB)