70 citations · 78 across the 2 of their papers we have counts for
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cs.LG2020
Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning
Yunhao Tang, Alp Kucukelbir
We propose a graphical model framework for goal-conditioned RL, with an EM algorithm that operates on the lower bound of the RL objective. The E-step provides a natural interpretat…
cs.LG2017★ 8 cited
Variational Deep Q Network
Yunhao Tang, Alp Kucukelbir
We propose a framework that directly tackles the probability distribution of the value function parameters in Deep Q Network (DQN), with powerful variational inference subroutines…