I am a PhD student in artificial intelligence at the University of Southampton. More specifically my research is in emergent communication, studying the development of language between autonomous agents. The agents train in an environment where communication is needed for success. However, no communication protocol is given, and few restrictions are placed on how the agents can communicate. The agents then develop a language from scratch, which is tailored to their observations. By creating their own language, agents can create shortcuts or simplified representations of complex concepts, making communication faster and more efficient. It also provides insights into human language evolution, by analysing what is needed for different aspects of language to emerge in controlled settings.
PhD in Artificial Intelligence
University of Southampton
BSc in Computer Science, 2016
University of Liverpool
As humans, we use linguistic elements referencing time, such as before or tomorrow, to easily share past experiences and future predictions. While temporal aspects of the language have been considered in computational linguistics, no such exploration has been done within the field of emergent communication. We research this gap, providing the first reported temporal vocabulary within emergent communication literature. Our experimental analysis shows that a different agent architecture is sufficient for the natural emergence of temporal references, and that no additional losses are necessary. Our readily transferable architectural insights provide the basis for the incorporation of temporal referencing into other emergent communication environments.