22 citations · 22 across the 1 of their papers we have counts for
2 papers
cs.AI2021★ 22 cited
Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning
Pedro A. Tsividis, Joao Loula, Jake Burga +5
Reinforcement learning (RL) studies how an agent comes to achieve reward in an environment through interactions over time. Recent advances in machine RL have surpassed human expert…
cs.CL2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks
João Loula, Marco Baroni, Brenden M. Lake
Systematic compositionality is the ability to recombine meaningful units with regular and predictable outcomes, and it's seen as key to humans' capacity for generalization in langu…