Conference Papers

• Infante, G., Jonsson, A., & Gómez, V. (2022). Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes. Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI), 36(6), 6970-6977. PDF Code

• Infante, G., Kuric, D., Gómez, V., Jonsson, A. and van Hoof, H. (2024). Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. Proceedings of the 34th International Conference on Automated Planning and Scheduling (ICAPS), 34(1), 333-341. PDF

• Infante, G., Jonsson, A., & Gómez, V. (2024) Hierarchical Average-Reward Linearly-solvable Markov Decision Processes. Proceedings of the 27th European Conference On Artificial Intelligence (ECAI), 392, 1325-1332 PDF

Workshop papers

• Infante, G., Jonsson, A., & Gómez, V. (2023) Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes. In Sixteenth European Workshop on Reinforcement Learning (EWRL). PDF

• Infante, G., Kuric, D., Gómez, V., Jonsson, A. and van Hoof, H. (2024). Using a Learned Policy Basis to Optimally Solve Reward Machines, In Sixteenth European Workshop on Reinforcement Learning (EWRL).