Matthew Aitchison

22 papers A* 6C 3Misc 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2024 A* conf
Distributional Bellman Operators over Mean Embeddings.
ICML
Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland
2024 J jnl
Evaluating Frontier Models for Dangerous Capabilities.
CoRR
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
2024 A* conf
Language Modeling Is Compression.
ICLR
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
2024 A* conf
Learning Universal Predictors.
ICML
Jordi Grau-Moya, Tim Genewein, Marcus Hutter, Laurent Orseau, Grégoire Delétang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison, Joel Veness
2024 J jnl
Learning Universal Predictors.
CoRR
Jordi Grau-Moya, Tim Genewein, Marcus Hutter, Laurent Orseau, Grégoire Delétang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison, Joel Veness
2023 A* conf
Atari-5: Distilling the Arcade Learning Environment down to Five Games.
ICML
Matthew Aitchison, Penny Sweetser, Marcus Hutter
2023 J jnl
Distributional Bellman Operators over Mean Embeddings.
CoRR
Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland
2023 C conf
HiveMind: Learning to Play the Cooperative Chess Variant Bughouse with DNNs and MCTS.
CoG
Benjamin Woo, Penny Sweetser, Matthew Aitchison
2023 J jnl
Language Modeling Is Compression.
CoRR
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
2023 A* conf
Self-Predictive Universal AI.
NeurIPS
Elliot Catt, Jordi Grau-Moya, Marcus Hutter, Matthew Aitchison, Tim Genewein, Grégoire Delétang, Kevin Li, Joel Veness
2022 J jnl
An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability.
ACM Trans. Interact. Intell. Syst.
Sabrina B. Caldwell, Penny Sweetser, Nicholas O'Donnell, Matthew James Knight, Matthew Aitchison, Tom Gedeon, Daniel Johnson, Margot Brereton, Marcus Gallagher, David Conroy
2022 J jnl
Atari-5: Distilling the Arcade Learning Environment down to Five Games.
CoRR
Matthew Aitchison, Penny Sweetser, Marcus Hutter
2022 — conf
Curriculum Generation and Sequencing for Deep Reinforcement Learning in StarCraft II.
ACSW
Daniel Hao, Penny Sweetser, Matthew Aitchison
2022 A* conf
DNA: Proximal Policy Optimization with a Dual Network Architecture.
NeurIPS
Matthew Aitchison, Penny Sweetser
2022 J jnl
DNA: Proximal Policy Optimization with a Dual Network Architecture.
CoRR
Matthew Aitchison, Penny Sweetser
2022 J jnl
Learning to Deceive in Multi-Agent Hidden Role Games.
CoRR
Matthew Aitchison, Lyndon Benke, Penny Sweetser
2020 — conf
Designing Curriculum for Deep Reinforcement Learning in StarCraft II.
Australasian Conference on Artificial Intelligence
Daniel Hao, Penny Sweetser, Matthew Aitchison
2020 C conf
Do Game Bots Dream of Electric Rewards?: The universality of intrinsic motivation.
FDG
Penny Sweetser, Matthew Aitchison
2020 — conf
Improving StarCraft II Player League Prediction with Macro-Level Features.
Australasian Conference on Artificial Intelligence
Yinheng Chen, Matthew Aitchison, Penny Sweetser
2019 C conf
Optimal Use of Experience in First Person Shooter Environments.
CoG
Matthew Aitchison
2019 J jnl
Optimal Use of Experience in First Person Shooter Environments.
CoRR
Matthew Aitchison
2018 Misc conf
Novelty Detection in Thermal Video.
IVCNZ
Matthew Aitchison, Richard Green