Faccio, Francesco
- Mindstorms in Natural Language-Based Societies of Mind
2023/05/26 by Mingchen Zhuge, Haozhe Liu, Zhuge, Mingchen +49 · 5 voices · 9 citations
Computer Science · Social Sciences · #Language and cultural evolution #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG #cs.MA
- Language Agents as Optimizable Graphs
2024/02/26 by Mingchen Zhuge, Wenyi Wang, Zhuge, Mingchen +9 · 12 citations
Computer Science · #Natural Language Processing Techniques
- Faster Diffusion via Temporal Attention Decomposition
2024/04/03 by Haozhe Liu, Liu, Haozhe, Wentian Zhang +12 · 9 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Parameter-Based Value Functions
2020/06/16 by Faccio, Francesco, Kirsch, Louis, Schmidhuber, Jürgen · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
2022/06/03 by Irie, Kazuki, Faccio, Francesco, Schmidhuber, Jürgen · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Goal-Conditioned Generators of Deep Policies
2022/07/04 by Faccio, Francesco, Herrmann, Vincent, Ramesh, Aditya +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning to Identify Critical States for Reinforcement Learning from Videos
2023/08/15 by Liu, Haozhe, Zhuge, Mingchen, Li, Bing +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reward-Weighted Regression Converges to a Global Optimum
2021/07/19 by Miroslav Štrupl, Francesco Faccio, Štrupl, Miroslav +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #68T05 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gene Regulatory Network Analysis #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics
- Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
2024/06/12 by Wang, Yuhui, Wu, Qingyuan, Ashley, Dylan R. +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- Upside-Down Reinforcement Learning Can Diverge in Stochastic Environments With Episodic Resets
2022/05/13 by Miroslav Štrupl, Štrupl, Miroslav, Francesco Faccio +7 · 1 citation
Computer Science · #68T05 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Curious Causality-Seeking Agents Learn Meta Causal World
2025/06/29 by Zhiyu Zhao, Haoxuan Li, Zhao, Zhiyu +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Learning Useful Representations of Recurrent Neural Network Weight Matrices
2024/03/18 by Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen · 1 citation
#FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
2023/09/20 by Stanić, Aleksandar, Ashley, Dylan, Serikov, Oleg +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Highway Value Iteration Networks
2024/06/05 by Yuhui Wang, Wang, Yuhui, Weida Li +7 · 1 citation
Computer Science · Engineering · #Advanced Database Systems and Queries #Traffic Prediction and Management Techniques
- Upside Down Reinforcement Learning with Policy Generators
2025/01/27 by Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent +2 · 1 citation
#68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)