Antoine Cully
- 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 · 17 citations
#cs.NE
- AlphaStar
2019/02/05 by Kai Arulkumaran, Antoine Cully, Julian Togelius · 1 voice · 4 citations
Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
- The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
2020/04/09 by Joel Lehman, Jeff Clune, Dusan Misevic +58 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Algorithms and Applications #Evolutionary Game Theory and Cooperation
- OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
2024/05/24 by Maxence Faldor, Faldor, Maxence, Jenny Zhang +5 · 1 voice · 19 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 · 9 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)
- MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
2023/03/07 by Maxence Faldor, Félix Chalumeau, Faldor, Maxence +5 · 3 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
- Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain Domains
2023/02/01 by Manon Flageat, Antoine Cully, Flageat, Manon +1 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- On the Just-In-Time Discovery of Profit-Generating Transactions in DeFi Protocols
2021/03/03 by Liyi Zhou, Zhou, Liyi, Kaihua Qin +7 · 4 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
- CAX: Cellular Automata Accelerated in JAX
2024/10/03 by Maxence Faldor, Antoine Cully, Faldor, Maxence +1 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
- Discovering Unsupervised Behaviours from Full-State Trajectories
2022/11/22 by Luca Grillotti, Grillotti, Luca, Antoine Cully +1 · 2 citations
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)
- Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning
2022/11/04 by Manon Flageat, Bryan Lim, Flageat, Manon +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Accelerated Quality-Diversity through Massive Parallelism
2022/02/02 by Bryan Lim, Maxime Allard, Lim, Bryan +5 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)
- QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration
2023/08/07 by Félix Chalumeau, Bryan Lim, Chalumeau, Felix +17 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #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 Gabriel Béna, Maxence Faldor, Béna, Gabriel +5 · 2 citations
Computer Science · #Cellular Automata and Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum-Dot Cellular Automata
- Exploring the Performance-Reproducibility Trade-off in Quality-Diversity
2024/09/20 by Manon Flageat, Flageat, Manon, Hannah Janmohamed +5 · 1 citation
Business, Management and Accounting · #FOS: Computer and information sciences #Intellectual Property and Patents #Neural and Evolutionary Computing (cs.NE)