147 citations · 152 across the 2 of their papers we have counts for
2 papers
cs.LG2013★ 5 cited
Monte Carlo Inference via Greedy Importance Sampling
Dale Schuurmans, Finnegan Southey
We present a new method for conducting Monte Carlo inference in graphical models which combines explicit search with generalized importance sampling. The idea is to reduce the vari…
cs.GT2012★ 147 cited
Bayes' Bluff: Opponent Modelling in Poker
Finnegan Southey, Michael P. Bowling, Bryce Larson +4
Poker is a challenging problem for artificial intelligence, with non-deterministic dynamics, partial observability, and the added difficulty of unknown adversaries. Modelling all o…