Transfer of value functions via variational methods A Tirinzoni, R Rodriguez Sanchez, M Restelli Advances in Neural Information Processing Systems 31, 2018 | 24 | 2018 |
On the relationship between structure in natural language and models of sequential decision processes R Patel, R Rodriguez-Sanchez, G Konidaris Language in Reinforcement Learning Workshop at ICML 2020, 2020 | 5 | 2020 |
Learning Abstract World Models for Value-preserving Planning with Options R Rodriguez-Sanchez, G Konidaris Reinforcement Learning Journal 4, 1733-1758, 2024 | 3 | 2024 |
RLang: a declarative language for describing partial world knowledge to reinforcement learning agents R Rodriguez-Sanchez, BA Spiegel, J Wang, R Patel, S Tellex, ... International Conference on Machine Learning, 29161-29178, 2023 | 3* | 2023 |
A variational approach to transfer value functions in reinforcement learning RA RODRÍGUEZ SÁNCHEZ Politecnico di Milano, 2017 | | 2017 |
[Replication] A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment A Bagaria, S Kim, A Mazzetto, R Rodriguez-Sanchez | | |