3 papers
cs.GT2021
Optimal Auction Design for the Gradual Procurement of Strategic Service Provider Agents
Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings
We consider an outsourcing problem where a software agent procures multiple services from providers with uncertain reliabilities to complete a computational task before a strict de…
cs.LG2018
Domain Adaptation for Reinforcement Learning on the Atari
Thomas Carr, Maria Chli, George Vogiatzis
Deep reinforcement learning agents have recently been successful across a variety of discrete and continuous control tasks; however, they can be slow to train and require a large n…
cs.MA2006
The emergence of knowledge exchange: an agent-based model of a software market
Maria Chli, Philippe De Wilde
We investigate knowledge exchange among commercial organisations, the rationale behind it and its effects on the market. Knowledge exchange is known to be beneficial for industry,…