León Illanes

Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning

Sheila A. McIlraith, Rodrigo Toro Icarte, León Illanes, 2019 .

Reconnection with the Ideal Tree: A New Approach to Real-Time Search

Jorge A. Baier, Carlos Hernández, Nicolas Rivera, 2014, J. Artif. Intell. Res..

Generalized Planning via Abstraction: Arbitrary Numbers of Objects

Sheila A. McIlraith, León Illanes, León Illanes, 2019, AAAI.

Symbolic Plans as High-Level Instructions for Reinforcement Learning

Sheila A. McIlraith, Rodrigo Toro Icarte, Xi Yan, 2020, ICAPS.

Symbolic Planning and Model-Free Reinforcement Learning: Training Taskable Agents

Xi Yan, Rodrigo Toro Icarte, León Illanes, 2019 .

Reconnecting with the Ideal Tree: An Alternative to Heuristic Learning in Real-Time Search

Jorge A. Baier, Carlos Hernández, Nicolas Rivera, 2013, SOCS.