Below, you can find a list of my publications, with links to the published version and any supplementary material,
preprints, and related code.
Please feel free to get in touch if you have any questions about my research!
Please feel free to get in touch if you have any questions about my research!
Papers
Creating Multi-Level Skill Hierarchies in Reinforcement Learning (NeurIPS 2023)
We propose a novel characterisation of a multi-level skill hierarchy for reinforcement learning. Our approach uses modularity maximisation to expose the structure of the agent's interaction with its environment at multiple levels of abstraction.
Evans, J.B. and Şimşek, Ö. (2023). "Creating Multi-Level Skill Hierarchies in Reinforcement Learning". Advances in Neural Information Processing Systems, 36, pp.48472-48484.