Matthew Lai

16 papers A* 2B 1C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Stabilizing Spiking Neurons Through Biologically Inspired Polarization.
AAAI
Matthew Lai, Longbing Cao
2025 J jnl
RoboBallet: Planning for Multi-Robot Reaching with Graph Neural Networks and Reinforcement Learning.
CoRR
Matthew Lai, Keegan Go, Zhibin Li, Torsten Kröger, Stefan Schaal, Kelsey Allen, Jonathan Scholz
2025 J jnl
RoboBallet: Planning for multirobot reaching with graph neural networks and reinforcement learning.
Sci. Robotics
Matthew Lai, Keegan Go, Zhibin Li, Torsten Kröger, Stefan Schaal, Kelsey Allen, Jonathan Scholz
2024 A* conf
Genie: Generative Interactive Environments.
ICML
Jake Bruce, Michael D. Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, Edward Hughes, Matthew Lai, Aditi Mavalankar, Richie Steigerwald, Chris Apps, Yusuf Aytar, Sarah Bechtle, Feryal M. P. Behbahani, Stephanie C. Y. Chan, Nicolas Heess, Lucy Gonzalez, Simon Osindero, Sherjil Ozair, Scott E. Reed, Jingwei Zhang, Konrad Zolna, Jeff Clune, Nando de Freitas, Satinder Singh, Tim Rocktäschel
2024 J jnl
Genie: Generative Interactive Environments.
CoRR
Jake Bruce, Michael Dennis, Ashley Edwards, Jack Parker-Holder, Yuge Shi, Edward Hughes, Matthew Lai, Aditi Mavalankar, Richie Steigerwald, Chris Apps, Yusuf Aytar, Sarah Bechtle, Feryal M. P. Behbahani, Stephanie Chan, Nicolas Heess, Lucy Gonzalez, Simon Osindero, Sherjil Ozair, Scott E. Reed, Jingwei Zhang, Konrad Zolna, Jeff Clune, Nando de Freitas, Satinder Singh, Tim Rocktäschel
2023 B conf
An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy.
IJCNN
Matthew Lai, Longbing Cao, Haiyan Lu, Quang Ha, Li Li, Md. Jahangir Hossain, Paul J. Kennedy
2023 J jnl
Diversifying AI: Towards Creative Chess with AlphaZero.
CoRR
Tom Zahavy, Vivek Veeriah, Shaobo Hou, Kevin Waugh, Matthew Lai, Edouard Leurent, Nenad Tomasev, Lisa Schut, Demis Hassabis, Satinder Singh
2022 J jnl
Unsupervised seizure identification on EEG.
Comput. Methods Programs Biomed.
Ilkay Yildiz, Rachael Garner, Matthew Lai, Dominique Duncan
2019 J jnl
OpenSpiel: A Framework for Reinforcement Learning in Games.
CoRR
Marc Lanctot, Edward Lockhart, Jean-Baptiste Lespiau, Vinícius Flores Zambaldi, Satyaki Upadhyay, Julien Pérolat, Sriram Srinivasan, Finbarr Timbers, Karl Tuyls, Shayegan Omidshafiei, Daniel Hennes, Dustin Morrill, Paul Muller, Timo Ewalds, Ryan Faulkner, János Kramár, Bart De Vylder, Brennan Saeta, James Bradbury, David Ding, Sebastian Borgeaud, Matthew Lai, Julian Schrittwieser, Thomas W. Anthony, Edward Hughes, Ivo Danihelka, Jonah Ryan-Davis
2017 J jnl
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.
CoRR
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy P. Lillicrap, Karen Simonyan, Demis Hassabis
2017 J jnl
Mastering the game of Go without human knowledge.
Nat.
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, Yutian Chen, Timothy P. Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, Demis Hassabis
2016 — conf
Interaction Networks for Learning about Objects, Relations and Physics.
NIPS
Peter W. Battaglia, Razvan Pascanu, Matthew Lai, Danilo Jimenez Rezende, Koray Kavukcuoglu
2016 J jnl
Interaction Networks for Learning about Objects, Relations and Physics.
CoRR
Peter W. Battaglia, Razvan Pascanu, Matthew Lai, Danilo Jimenez Rezende, Koray Kavukcuoglu
2015 J jnl
Deep Learning for Medical Image Segmentation.
CoRR
Matthew Lai
2015 J jnl
Giraffe: Using Deep Reinforcement Learning to Play Chess.
CoRR
Matthew Lai
2015 C conf
Multi-zone Building Control System for Energy and Comfort Management.
HIS
Ee-May Kan, Kan Siew Leong, Ngee Hoo Ling, Yvonne Soh, Matthew Lai