12 citations · 25 across the 16 of their papers we have counts for
4 papers · 1 filter
Phy-Q as a measure for physical reasoning intelligence
Cheng Xue, Vimukthini Pinto, Chathura Gamage +3
Humans are well-versed in reasoning about the behaviors of physical objects and choosing actions accordingly to accomplish tasks, while it remains a major challenge for AI. To faci…
Deceptive Level Generation for Angry Birds
Chathura Gamage, Matthew Stephenson, Vimukthini Pinto +1
The Angry Birds AI competition has been held over many years to encourage the development of AI agents that can play Angry Birds game levels better than human players. Many differe…
Hi-Phy: A Benchmark for Hierarchical Physical Reasoning
Cheng Xue, Vimukthini Pinto, Chathura Gamage +2
Reasoning about the behaviour of physical objects is a key capability of agents operating in physical worlds. Humans are very experienced in physical reasoning while it remains a m…
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds
Vimukthini Pinto, Cheng Xue, Chathura Nagoda Gamage +2
Detecting and responding to novel situations in open-world environments is a key capability of human cognition and is a persistent problem for AI systems. In an open-world, novelti…