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2020 – today
- 2024
[c13]Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne, Elliot Catt, Tim Genewein, Christopher Mattern, Jordi Grau-Moya, Li Kevin Wenliang, Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness:
Language Modeling Is Compression. ICLR 2024- [c12]Jordi Grau-Moya, Tim Genewein, Marcus Hutter, Laurent Orseau, Grégoire Delétang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison, Joel Veness:
Learning Universal Predictors. ICML 2024 - [c11]Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland:
Distributional Bellman Operators over Mean Embeddings. ICML 2024 - [i8]Jordi Grau-Moya, Tim Genewein, Marcus Hutter, Laurent Orseau, Grégoire Delétang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison, Joel Veness:
Learning Universal Predictors. CoRR abs/2401.14953 (2024) - [i7]Mary Phuong, Matthew Aitchison, Elliot Catt, Sarah Cogan, Alexandre Kaskasoli, Victoria Krakovna, David Lindner, Matthew Rahtz, Yannis Assael, Sarah Hodkinson, Heidi Howard, Tom Lieberum, Ramana Kumar, Maria Abi Raad, Albert Webson, Lewis Ho, Sharon Lin, Sebastian Farquhar, Marcus Hutter, Grégoire Delétang, Anian Ruoss, Seliem El-Sayed, Sasha Brown, Anca D. Dragan, Rohin Shah, Allan Dafoe, Toby Shevlane:
Evaluating Frontier Models for Dangerous Capabilities. CoRR abs/2403.13793 (2024) - 2023
- [c10]Benjamin Woo, Penny Sweetser, Matthew Aitchison:
HiveMind: Learning to Play the Cooperative Chess Variant Bughouse with DNNs and MCTS. CoG 2023: 1-8 - [c9]Matthew Aitchison, Penny Sweetser, Marcus Hutter:
Atari-5: Distilling the Arcade Learning Environment down to Five Games. ICML 2023: 421-438 - [c8]Elliot Catt, Jordi Grau-Moya, Marcus Hutter, Matthew Aitchison, Tim Genewein, Grégoire Delétang, Kevin Li, Joel Veness:
Self-Predictive Universal AI. NeurIPS 2023 - [i6]Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne, Elliot Catt, Tim Genewein, Christopher Mattern, Jordi Grau-Moya, Li Kevin Wenliang, Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness:
Language Modeling Is Compression. CoRR abs/2309.10668 (2023) - [i5]Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland:
Distributional Bellman Operators over Mean Embeddings. CoRR abs/2312.07358 (2023) - 2022
- [j1]Sabrina B. Caldwell, Penny Sweetser
, Nicholas O'Donnell, Matthew James Knight, Matthew Aitchison, Tom Gedeon, Daniel Johnson, Margot Brereton, Marcus Gallagher, David Conroy:
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability. ACM Trans. Interact. Intell. Syst. 12(3): 17:1-17:36 (2022) - [c7]Daniel Hao, Penny Sweetser, Matthew Aitchison:
Curriculum Generation and Sequencing for Deep Reinforcement Learning in StarCraft II. ACSW 2022: 1-11 - [c6]Matthew Aitchison, Penny Sweetser:
DNA: Proximal Policy Optimization with a Dual Network Architecture. NeurIPS 2022 - [i4]Matthew Aitchison, Penny Sweetser:
DNA: Proximal Policy Optimization with a Dual Network Architecture. CoRR abs/2206.10027 (2022) - [i3]Matthew Aitchison, Lyndon Benke, Penny Sweetser:
Learning to Deceive in Multi-Agent Hidden Role Games. CoRR abs/2209.01551 (2022) - [i2]Matthew Aitchison, Penny Sweetser, Marcus Hutter:
Atari-5: Distilling the Arcade Learning Environment down to Five Games. CoRR abs/2210.02019 (2022) - 2020
- [c5]Daniel Hao, Penny Sweetser, Matthew Aitchison:
Designing Curriculum for Deep Reinforcement Learning in StarCraft II. Australasian Conference on Artificial Intelligence 2020: 243-255 - [c4]Yinheng Chen, Matthew Aitchison, Penny Sweetser:
Improving StarCraft II Player League Prediction with Macro-Level Features. Australasian Conference on Artificial Intelligence 2020: 256-268 - [c3]Penny Sweetser, Matthew Aitchison:
Do Game Bots Dream of Electric Rewards?: The universality of intrinsic motivation. FDG 2020: 30:1-30:7
2010 – 2019
- 2019
- [c2]Matthew Aitchison:
Optimal Use of Experience in First Person Shooter Environments. CoG 2019: 1-4 - [i1]Matthew Aitchison:
Optimal Use of Experience in First Person Shooter Environments. CoRR abs/1906.09734 (2019) - 2018
- [c1]Matthew Aitchison, Richard Green:
Novelty Detection in Thermal Video. IVCNZ 2018: 1-6
Coauthor Index
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