33 citations · 67 across the 22 of their papers we have counts for
4 papers · 1 filter
Behavior Cloned Transformers are Neurosymbolic Reasoners
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté +1
In this work, we explore techniques for augmenting interactive agents with information from symbolic modules, much like humans use tools like calculators and GPS systems to assist…
TextWorldExpress: Simulating Text Games at One Million Steps Per Second
Peter A. Jansen, Marc-Alexandre Côté
Text-based games offer a challenging test bed to evaluate virtual agents at language understanding, multi-step problem-solving, and common-sense reasoning. However, speed is a majo…
ScienceWorld: Is your Agent Smarter than a 5th Grader?
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté +1
We present ScienceWorld, a benchmark to test agents' scientific reasoning abilities in a new interactive text environment at the level of a standard elementary school science curri…
Extracting Space Situational Awareness Events from News Text
Zhengnan Xie, Alice Saebom Kwak, Enfa George +5
Space situational awareness typically makes use of physical measurements from radar, telescopes, and other assets to monitor satellites and other spacecraft for operational, naviga…