Veness, Joel
- Neural Networks and the Chomsky Hierarchy
2022/07/05 by Grégoire Delétang, Anian Ruoss, Delétang, Grégoire +20 · 2 voices · 26 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.FL #cs.LG
- Language Modeling Is Compression
2023/09/19 by Grégoire Delétang, Anian Ruoss, Delétang, Grégoire +22 · 12 voices · 49 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Amortized Planning with Large-Scale Transformers: A Case Study on Chess
2024/02/07 by Anian Ruoss, Grégoire Delétang, Ruoss, Anian +17 · 10 voices · 11 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence in Games #Gambling Behavior and Treatments #Sports Analytics and Performance #cs.AI #cs.LG #stat.ML
- Learning Universal Predictors
2024/01/26 by Jordi Grau-Moya, Tim Genewein, Grau-Moya, Jordi +20 · 1 voice · 6 citations
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Shaking the foundations: delusions in sequence models for interaction and control
2021/10/20 by Pedro A. Ortega, Ortega, Pedro A., Markus Kunesch +37 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- Revisiting the Arcade Learning Environment: Evaluation Protocols and\n Open Problems for General Agents
2017/09/18 by Marlos C. Machado, Marc G. Bellemare, Machado, Marlos C. +9 · 25 citations
Computer Science · #Artificial Intelligence in Games #Data Stream Mining Techniques #Reinforcement Learning in Robotics
- Gated Linear Networks
2019/09/30 by Joel Veness, Tor Lattimore, Veness, Joel +19 · 1 voice · 1 citation
#cs.LG #cs.IT #stat.ML
- Meta-learning of Sequential Strategies
2019/05/08 by Pedro A. Ortega, Jane X. Wang, Ortega, Pedro A. +45 · 12 citations
Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Data Stream Mining Techniques
- Randomized Positional Encodings Boost Length Generalization of Transformers
2023/05/26 by Anian Ruoss, Grégoire Delétang, Ruoss, Anian +13 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Online Learning with Gated Linear Networks
2017/12/05 by Joel Veness, Veness, Joel, Tor Lattimore +9 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
2024/10/07 by David Heurtel-Depeiges, Heurtel-Depeiges, David, Anian Ruoss +5 · 3 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Online Learning in Contextual Bandits using Gated Linear Networks
2020/02/21 by Sezener, Eren, Hutter, Marcus, Budden, David +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- An Approximation of the Universal Intelligence Measure
2011/09/27 by Shane Legg, Legg, Shane, Joel Veness +1 · 1 citation
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences
- Memory-Based Meta-Learning on Non-Stationary Distributions
2023/02/06 by Genewein, Tim, Delétang, Grégoire, Ruoss, Anian +7 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)