3 citations · 9 across the 10 of their papers we have counts for
4 papers · 1 filter
Emergence of agriculture in an artificial society of reinforcement learning agents
Gautier Hamon, Martí Sánchez-Fibla, Clément Moulin-Frier +1
The origin of agriculture represents a major evolutionary transition and a paradigmatic example of how complex collective behaviors emerge from simple interactions. Here we introdu…
Discovering Sensorimotor Agency in Cellular Automata using Diversity Search
Gautier Hamon, Mayalen Etcheverry, Bert Wang-Chak Chan +2
The research field of Artificial Life studies how life-like phenomena such as autopoiesis, agency, or self-regulation can self-organize in computer simulations. In cellular automat…
Emergence of Collective Open-Ended Exploration from Decentralized Meta-Reinforcement Learning
Richard Bornemann, Gautier Hamon, Eleni Nisioti +1
Recent works have proven that intricate cooperative behaviors can emerge in agents trained using meta reinforcement learning on open ended task distributions using self-play. While…
Autotelic Reinforcement Learning in Multi-Agent Environments
Eleni Nisioti, Elías Masquil, Gautier Hamon +1
In the intrinsically motivated skills acquisition problem, the agent is set in an environment without any pre-defined goals and needs to acquire an open-ended repertoire of skills.…