João Loula

According to our database, João Loula authored at least 7 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning.

Pedro A. Tsividis, João Loula, Jake Burga, Nathan Foss, Andres Campero, Thomas Pouncy, Samuel J. Gershman, Joshua B. Tenenbaum

CoRR, 2021

Combining rules and simulation to explain infant physical learning.

João Loula, Kelsey R. Allen, Josh Tenenbaum

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Learning constraint-based planning models from demonstrations.

João Loula, Kelsey R. Allen, Tom Silver, Josh Tenenbaum

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

A Task and Motion Approach to the Development of Planning.

João Loula, Kelsey R. Allen, Josh Tenenbaum

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Discovering a symbolic planning language from continuous experience.

João Loula, Tom Silver, Kelsey R. Allen, Josh Tenenbaum

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Decoding fMRI activity in the time domain improves classification performance.

João Loula, Gaël Varoquaux, Bertrand Thirion

NeuroImage, 2018

Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks.

João Loula, Marco Baroni, Brenden M. Lake

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018