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Matthew Aitchison
Matthew Aitchison
Google Deepmind
Verified email at deepmind.com
Title
Cited by
Cited by
Year
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
1412023
Language modeling is compression
G Delétang, A Ruoss, PA Duquenne, E Catt, T Genewein, C Mattern, ...
arXiv preprint arXiv:2309.10668, 2023
262023
An agile new research framework for hybrid human-AI teaming: Trust, transparency, and transferability
S Caldwell, P Sweetser, N O’Donnell, MJ Knight, M Aitchison, T Gedeon, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 12 (3), 1-36, 2022
172022
Learning to deceive in multi-agent hidden role games
M Aitchison, L Benke, P Sweetser
Deceptive AI: First International Workshop, DeceptECAI 2020, Santiago de …, 2021
72021
Atari-5: Distilling the arcade learning environment down to five games
M Aitchison, P Sweetser, M Hutter
International Conference on Machine Learning, 421-438, 2023
42023
Do Game Bots Dream of Electric Rewards? The universality of intrinsic motivation
P Sweetser, M Aitchison
Proceedings of the 15th International Conference on the Foundations of …, 2020
42020
DNA: Proximal Policy Optimization with a Dual Network Architecture
M Aitchison, P Sweetser
Advances in Neural Information Processing Systems 35, 35921-35932, 2022
32022
Curriculum generation and sequencing for deep reinforcement learning in starcraft ii
D Hao, P Sweetser, M Aitchison
Proceedings of the 2022 Australasian Computer Science Week, 1-11, 2022
22022
Designing Curriculum for Deep Reinforcement Learning in StarCraft II
D Hao, P Sweetser, M Aitchison
AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint …, 2020
22020
Optimal use of experience in first person shooter environments
M Aitchison
2019 IEEE Conference on Games (CoG), 1-4, 2019
22019
Improving StarCraft II Player League Prediction with Macro-Level Features
Y Chen, M Aitchison, P Sweetser
AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint …, 2020
12020
Novelty Detection in Thermal Video
M Aitchison, R Green
2018 International Conference on Image and Vision Computing New Zealand …, 2018
12018
Self-Predictive Universal AI
E Catt, J Grau-Moya, M Hutter, M Aitchison, T Genewein, G Deletang, K Li, ...
Advances in Neural Information Processing Systems 36, 2024
2024
Learning Universal Predictors
J Grau-Moya, T Genewein, M Hutter, L Orseau, G Delétang, E Catt, ...
arXiv preprint arXiv:2401.14953, 2024
2024
Distributional Bellman Operators over Mean Embeddings
LK Wenliang, G Déletang, M Aitchison, M Hutter, A Ruoss, A Gretton, ...
arXiv preprint arXiv:2312.07358, 2023
2023
Neural Networks and Solomonoff Induction
J Grau-Moya, T Genewein, M Hutter, L Orseau, G Deletang, E Catt, ...
2023
Policy Gradient without Boostrapping via Truncated Value Learning
M Aitchison, P Sweetser, G Deletang, M Hutter
2023
HiveMind: Learning to Play the Cooperative Chess Variant Bughouse with DNNs and MCTS
B Woo, P Sweetser, M Aitchison
2023 IEEE Conference on Games (CoG), 1-8, 2023
2023
Designing Curriculum for Deep Reinforcement Learning in StarCraft II
M Aitchison, P Sweetser Kyburz, D Hao
Springer Nature Switzerland AG, 2020
2020
Improving StarCraft II Player League Prediction with Macro-Level Features
M Aitchison, P Sweetser Kyburz, Y Chen
Springer Nature Switzerland AG, 2020
2020
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