Multi-zone Building Control System for Energy and Comfort Management. - Ee-May Kan; Kan Siew Leong; Ngee Hoo Ling; Yvonne Soh; Matthew Lai (HIS, 2015)

Deep Learning for Medical Image Segmentation. - Matthew Lai (CoRR, 2015)

Giraffe: Using Deep Reinforcement Learning to Play Chess. - Matthew Lai (CoRR, 2015)

Interaction Networks for Learning about Objects, Relations and Physics. - Peter W. Battaglia; Razvan Pascanu; Matthew Lai; Danilo Jimenez Rezende; Koray Kavukcuoglu (NIPS, 2016)

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm. - 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; et al. (CoRR, 2017)

Mastering the game of Go without human knowledge. - David Silver; Julian Schrittwieser; Karen Simonyan; Ioannis Antonoglou; Aja Huang; Arthur Guez; Thomas Hubert; Lucas Baker; Matthew Lai; Adrian Bolton; Yutian Chen 001; Timothy P. Lillicrap; et al. (Nat., 2017)

OpenSpiel: A Framework for Reinforcement Learning in Games. - Marc Lanctot; Edward Lockhart; Jean-Baptiste Lespiau; Vinícius Flores Zambaldi; Satyaki Upadhyay; Julien Pérolat; Sriram Srinivasan 005; Finbarr Timbers; Karl Tuyls; Shayegan Omidshafiei; Daniel Hennes; Dustin Morrill; et al. (CoRR, 2019)

Unsupervised seizure identification on EEG. - Ilkay Yildiz; Rachael Garner; Matthew Lai; Dominique Duncan (Comput. Methods Programs Biomed., 2022)

An Unsupervised Hierarchical Clustering Approach to Improve Hopfield Retrieval Accuracy. - Matthew Lai; Longbing Cao; Haiyan Lu; Quang Ha; Li Li 031; Md. Jahangir Hossain 001; Paul J. Kennedy (IJCNN, 2023)

Diversifying AI: Towards Creative Chess with AlphaZero. - Tom Zahavy; Vivek Veeriah; Shaobo Hou; Kevin Waugh; Matthew Lai; Edouard Leurent; Nenad Tomasev; Lisa Schut; Demis Hassabis; Satinder Singh 001 (CoRR, 2023)

Genie: Generative Interactive Environments. - Jake Bruce; Michael D. Dennis; Ashley Edwards; Jack Parker-Holder; Yuge Shi; Edward Hughes 001; Matthew Lai; Aditi Mavalankar; Richie Steigerwald; Chris Apps; Yusuf Aytar; Sarah Bechtle; et al. (ICML, 2024)

RoboBallet: Planning for multirobot reaching with graph neural networks and reinforcement learning. - Matthew Lai; Keegan Go; Zhibin Li 001; Torsten Kröger; Stefan Schaal; Kelsey Allen; Jonathan Scholz (Sci. Robotics, 2025)