The University of Southampton

 Projects

Project title Research Theme Student Academic advisors
Achieving Progressive Intelligence for Low Power Systems    Jack Dymond Steven Gunn, Seb Stein
Decentralised AI for Situational Awareness    Thomas Kelly Sarvapali Ramchurn (Gopal), Danesh Tarapore, Klaus-Peter Zauner
Efficient DNNs for Inference at the Edge   Sulaiman Sadiq Geoff Merrett, Jonathan Hare
Relative Movement Quantisation for Lossless Network Compression   Christopher Subia-Waud Srinandan Dasmahapatra,  Alex Weddell
Binaural Machine Listening in the Cocktail Party Scenario   Hsuan-Yang Wang Christine Evers, Philip Nelson
Assisted Predistortion for Wireless Communications    Jack Williamson Rob Maunder, Michael Ng, Tim Norman

Latest Publications

The effect of predictive formal modelling at runtime on performance in human-swarm interaction - Ayodeji O. Abioye, William Hunt, Yue Gu, Eike Schneiders, Mohammad Naiseh, Joel E. Fischer, Sarvapali D. Ramchurn, Mohammad D. Soorati, Blair Archibald and Michele Sevegnani
Type: Conference or Workshop Item | 2024 | Association for Computing Machinery
Extraction and summarization of suicidal ideation evidence in social media content using large language models - Gyanendro Loitongbam, Junyu Mao, Rudra Mutalik and Stuart E. Middleton
Type: Conference or Workshop Item | 2024 | Item not available on this server.
Minigrid & miniworld: modular & customizable reinforcement learning environments for goal-oriented tasks - Maxime Chevalier-Boisvert, Bolun Dai, Mark Towers, Rodrigo de Lazcano, Lucas Willems, Salem Lahlou, Suman Pal, Pablo Samuel Castro and Jordan Terry
Type: Conference or Workshop Item | 2023 | Neural Information Processing Systems Foundation
Open RL benchmark: comprehensive tracked experiments for reinforcement learning - Shengyi Huang, Quentin Gallouédec, Florian Felten, Antonin Raffin, Rousslan Fernand Julien Dossa, Yanxiao Zhao, Ryan Sullivan, Viktor Makoviychuk, Denys Makoviichuk, Mohamad H. Danesh, Cyril Roumégous, Jiayi Weng, Chufan Chen, Md Masudur Rahman, João G.M. Araújo, Guorui Quan, Daniel Tan, Timo Klein, Rujikorn Charakorn, Mark Towers, Yann Berthelot, Kinal Mehta, Dipam Chakraborty, KG Arjun, Valentin Charraut, Chang Ye, Zichen Liu, Lucas N. Alegre, Alexander Nikulin, Xiao Hu, Tianlin Liu, Jongwook Choi and Brent Yi
Type: UNSPECIFIED | 2024 | arXiv
Conversational language models for human-in-the-loop multi-robot coordination - William Hunt, Toby Godfrey and Mohammad D. Soorati
Type: UNSPECIFIED | 2024