New answers tagged soft-actor-critic
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Why is soft actor critic an off policy scheme?
SAC is an off-policy method because it learns from a replay buffer, which contains experiences collected by the agent over time from potentially different versions of the policy. This means the agent ...
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Why is Soft Q Learning not an Actor Critic method?
Indeed SQL is very similar to actor-critic method which has a soft Q-function critic network with parameter $\theta$ and an actor policy network with parameter $\phi$, and in fact the paper "...
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Can action be dominated by state features in actor-critic algorithms?
It is certainly possible for the state features to dominate the action features in the critic.
There are several strategies you can use:
Replace the action features with a high dimensional learned ...
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