Machine Intelligence Lab

Welcome to the website of the Machine Intelligence Lab at the Department of Computer Science at University College London (UCL). We are part of the the UCL-CS Autonomous Systems Group.

News

• Our paper “Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement” has been accepted for publication in the main research track of the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023). You can download the preprint of the paper here.

• Article in The Atlantic citing our paper on the creativity of Large Language Models.

• New preprint “On the Creativity of Large Language Models” discussing the problem of machine creativity in relation to LLMs. You can download the article here.

• Victor-Alexandru Darvariu has passed his PhD viva with a thesis on “Learning to Optimise Networked Systems”. Well done Victor!

• Our paper “CT-DQN: Control-Tutored Deep Reinforcement Learning” has been accepted for publication at the Learning for Dynamics and Control Conference (L4DC 2023). You can download the pre-print version of the paper here. The camera ready version of the paper will appear soon.

• Our paper “Planning Spatial Networks with Monte Carlo Tree Search” has been accepted for publication in Proceedings of the Royal Society A. You can download the paper here.

• Our paper “RLQ: Workload Allocation with Reinforcement Learning in Distributed Queues” has been accepted for publications in IEEE Transactions in Parallel and Distributed Systems. You can download the paper here.

• Our paper “Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning” has been accepted at the Learning on Graphs Conference (LoG 2022). You can download the paper here.

Last updated: 5 May 2023.