Deep Reinforcement Learning Researcher at Araya Inc. Aspiring to create a universal intelligent agents that will teach me back and maybe turn me into such an agent myself.
An attempt at expanding upon the theory and motivation behind the Soft Actor-Critic algorithm for continuous and discrete action space, as well as their resp...
Diving into the autoregressive models for unsupervised reinforcement learning with a focus on the MADE algorithm. Aims a exposing the theory in an intuitive ...
Going over the theory and implementation of the DDPG method. Also provides some benchmark on a handful of environments, and the effect of some specific imple...
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