Cully, Antoine
- The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
2018/03/09 by Joel Lehman, Lehman, Joel, Jeff Clune +103 · 13 voices · 13 citations
#cs.NE
- Quality and Diversity Optimization: A Unifying Modular Framework
2017/05/12 by Cully, Antoine, Demiris, Yiannis · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
2024/05/24 by Maxence Faldor, Jenny Zhang, Faldor, Maxence +5 · 1 voice · 9 citations
Computer Science · Business, Management and Accounting · Decision Sciences · #cs.AI
- Quality-Diversity Optimization: a novel branch of stochastic optimization
2020/12/08 by Konstantinos Chatzilygeroudis, Antoine Cully, Chatzilygeroudis, Konstantinos +5 · 5 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Unsupervised Behaviour Discovery with Quality-Diversity Optimisation
2021/06/10 by Grillotti, Luca, Cully, Antoine · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)
- Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics
2024/03/15 by Grillotti, Luca, Faldor, Maxence, León, Borja G. +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
2023/03/07 by Maxence Faldor, Félix Chalumeau, Faldor, Maxence +5 · 2 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- CAX: Cellular Automata Accelerated in JAX
2024/10/03 by Faldor, Maxence, Cully, Antoine · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Just-In-Time Discovery of Profit-Generating Transactions in DeFi Protocols
2021/03/03 by Liyi Zhou, Zhou, Liyi, Kaihua Qin +7 · 2 citations
Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Crime, Illicit Activities, and Governance #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery
2022/10/06 by Chalumeau, Felix, Boige, Raphael, Lim, Bryan +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Discovering Unsupervised Behaviours from Full-State Trajectories
2022/11/22 by Luca Grillotti, Grillotti, Luca, Antoine Cully +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural and Evolutionary Computing (cs.NE) #Optimization and Search Problems #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity
2025/02/01 by Bahlous-Boldi, Ryan, Faldor, Maxence, Grillotti, Luca +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Mix-ME: Quality-Diversity for Multi-Agent Learning
2023/11/03 by Ingvarsson, Garðar, Samvelyan, Mikayel, Lim, Bryan +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- Online Damage Recovery for Physical Robots with Hierarchical Quality-Diversity
2022/10/18 by Maxime Allard, Allard, Maxime, Simón C. Smith +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- A Path to Universal Neural Cellular Automata
2025/05/19 by Béna, Gabriel, Faldor, Maxence, Goodman, Dan F. M. +1 · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity
2024/06/06 by Faldor, Maxence, Cully, Antoine · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)