Papers
- DORA The Explorer: Directed Outreaching Reinforcement Action-Selection
Lior Fox*, Leshem Choshen*, and Yonatan Loewenstein
International Conference on Learning Representations (ICLR) 2018 - On the Weaknesses of Reinforcement Learning for Neural Machine Translation
Leshem Choshen, Lior Fox, Zohar Aizenbud, and Omri Abend
International Conference on Learning Representations (ICLR) 2020 - Exploration: from machines to humans
Lior Fox*, Ohad Dan*, Lotem Elber-Dorozko*, and Yonatan Loewenstein
Current Opinion in Behavioral Sciences 2020
Book (upcoming)
- The Dynamics of Computation in Neuronal Networks
Yonatan Loewenstein, Lior Fox, Itamar Landau, and Gianluigi Mongillo
Expected publication early 2023, MIT Press (accepted)
We are at the final steps of writing a computational neuroscience book. The book is intended to serve teachers and students of graduate-level courses in modelling networks dynamics.
Talks and presentations
- Propagating Directed Exploration in Model-Free Reinforcement Learning
Lior Fox*, Leshem Choshen*, and Yonatan Loewenstein
Reinforcement Learning and Decision Making (RLDM) 2017 - In search of optimal exploration
Lior Fox and Yonatan Loewenstein
Computational and Systems Neuroscience (Cosyne) 2019 - Maximum Entropy Approach for Optimal Exploration
Lior Fox and Yonatan Loewenstein
Reinforcement Learning and Decision Making (RLDM) 2019 - Long-term consequences of actions affect human exploration in structured environments
Lior Fox and Yonatan Loewenstein
Computational and Systems Neuroscience (Cosyne) 2022
Jekyll template design adapted from researcher theme