Search Results for author: Kenny Song

Found 2 papers, 0 papers with code

Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus

no code implementations ICLR 2018 Vuong Ho Quan, Yiming Zhang, Kenny Song, Xiao-Yue Gong, Keith W. Ross

In the case of high-dimensional action spaces, calculating the entropy and the gradient of the entropy requires enumerating all the actions in the action space and running forward and backpropagation for each action, which may be computationally infeasible.

Atari Games reinforcement-learning +1

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