Author

João Loula

Observed names: Joao Loula, Loula, Joao, Loula, João

Institution: Massachusetts Institute of Technology

Observed institutions: Institut national de recherche en sciences et technologies du numérique, École Polytechnique, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Université Paris-Saclay, CEA Paris-Saclay - Etablissement de Saclay, CEA Paris-Saclay, Massachusetts Institute of Technology

OpenAlex ID: A5043955442

Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks

2018 · João Loula, Marco Baroni, et al. · 106

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

2021 · Tsividis, Pedro A., Loula, Joao, et al. · arXiv (Cornell University) · 43

Loading and plotting of cortical surface representations in Nilearn

2017 · Julia Huntenburg, Alexandre Abraham, et al. · Research Ideas and Outcomes · 16

Decoding fMRI activity in the time domain improves classification performance

2017 · João Loula, Gaël Varoquaux, et al. · NeuroImage · 14

Learning constraint-based planning models from demonstrations

2020 · Joao Loula, Kelsey Allen, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 10

Human-level learning of complex novel tasks as theory-based modelling, exploration and planning

2026 · Pedro Tsividis, Joao Loula, et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2

Discovering a symbolic planning language from continuous experience.

2019 · João Loula, Tom Silver, et al. · eScholarship (California Digital Library) · 2

A Task and Motion Approach to the Development of Planning.

2020 · João Loula, Kelsey R. Allen, et al. · eScholarship (California Digital Library) · 1

From mental representations to neural codes: A multilevel approach

2019 · Jon Gauthier, João Loula, et al. · Behavioral and Brain Sciences · 1

Supplementary material from "Human-level Learning of Complex Tasks Through Theory-Based World Modeling, Exploration, and Planning"

2026 · Tsividis, Pedro, Loula, Joao, et al. · Figshare

Human Learning of Complex Novel Tasks as Theory-Based Modeling, Exploration, and Planning - Supporting Information from Human-level Learning of Complex Tasks Through Theory-Based World Modeling, Exploration, and Planning

2026 · Tsividis, Pedro, Loula, Joao, et al. · Figshare

Supplementary Material from Human-level Learning of Complex Tasks Through Theory-Based World Modeling, Exploration, and Planning

2026 · Tsividis, Pedro, Loula, Joao, et al. · Figshare

Combining rules and simulation to explain infant physical learning

2021 · João Loula, Kelsey R. Allen, et al. · eScholarship (California Digital Library)

Works count: 17

Citation count: 197

H-index: 5

I10-index: 5