62 citations · 64 across the 5 of their papers we have counts for
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cs.LG2020★ 1 cited
Learning Transition Models with Time-delayed Causal Relations
Junchi Liang, Abdeslam Boularias
This paper introduces an algorithm for discovering implicit and delayed causal relations between events observed by a robot at arbitrary times, with the objective of improving data…
cs.LG2018★ 1 cited
Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games
Junchi Liang, Abdeslam Boularias
We consider the problem of learning to play first-person shooter (FPS) video games using raw screen images as observations and keyboard inputs as actions. The high-dimensionality o…