2 papers
cs.CV2023
Program Generation from Diverse Video Demonstrations
Anthony Manchin, Jamie Sherrah, Qi Wu +1
The ability to use inductive reasoning to extract general rules from multiple observations is a vital indicator of intelligence. As humans, we use this ability to not only interpre…
cs.LG2019
Reinforcement Learning with Attention that Works: A Self-Supervised Approach
Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel
Attention models have had a significant positive impact on deep learning across a range of tasks. However previous attempts at integrating attention with reinforcement learning hav…