24 citations · 33 across the 7 of their papers we have counts for
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cs.LG2018★ 24 cited
Learning to Explore with Meta-Policy Gradient
Tianbing Xu, Qiang Liu, Liang Zhao +1
The performance of off-policy learning, including deep Q-learning and deep deterministic policy gradient (DDPG), critically depends on the choice of the exploration policy. Existin…
cs.LG2018
Variational Inference for Policy Gradient
Tianbing Xu
Inspired by the seminal work on Stein Variational Inference and Stein Variational Policy Gradient, we derived a method to generate samples from the posterior variational parameter…