Ethan Clark
Computer science
Hometown: Tempe, Arizona, United States
Graduation date: Fall 2023
MORE | Spring 2023
Emergent Communication in Context-Dependent Scenarios: A Novel Approach to Language Creation
This project investigates the role of context-dependent scenarios in shaping emergent communication among agents that learn to interact without any pre-established linguistic system. A novel method to model context-dependent scenarios using multi-agent reinforcement learning is proposed, and the influence of various factors on the emergence of compositional, coherent, and adaptive communication is examined. The implications of these results for natural language evolution and co-creation are also discussed.
Mentor: Yu (Tony) Zhang
It’s hip to be square.
Students presenting projects at the Fulton Forge Student Research Expo are encouraged to download this personal QR code and include it within your poster. This allows expo attendees to explore more about your project and about you in the future.
Right click the image to save it to your computer.