77 citations · 111 across the 5 of their papers we have counts for
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cs.LG2022★ 2 cited
Model-based graph reinforcement learning for inductive traffic signal control
François-Xavier Devailly, Denis Larocque, Laurent Charlin
Most reinforcement learning methods for adaptive-traffic-signal-control require training from scratch to be applied on any new intersection or after any modification to the road ne…
cs.LG2012★ 5 cited
Active Learning for Matching Problems
Laurent Charlin, Rich Zemel, Craig Boutilier
Effective learning of user preferences is critical to easing user burden in various types of matching problems. Equally important is active query selection to further reduce the am…