Skip to main content

Questions tagged [stochastic-policy]

The tag has no usage guidance.

5 questions with no upvoted or accepted answers
Filter by
Sorted by
Tagged with
1 vote
0 answers

Experiment Design with Known, Targeted Probability of Receiving Treatment

Is there a name in the literature for the following experimental design? Suppose we have $i=1,...,n$ individuals in our sample. Denote their baseline covariates, binary treatment assignment indicator, ...
gbrlrz017's user avatar
  • 185
1 vote
1 answer

How do measure how different two policies are?

I have two agents that both follow a baseline behavioral policy pi(a|s). If I then modify the state-action distribution for the two agents (resulting in two new policies), is there a standard measure ...
Dirk's user avatar
  • 111
1 vote
0 answers

ε-Greedy with Q learning / SARSA can have stochastic policy?

Hello I'm now studying Q learning and SARSA with ε-Greedy , Softmax startegies. And have a question about my readings. In my readings, when SARSA with ε-Greedy, SARSA causes value-function ...
BE LEO's user avatar
  • 11
1 vote
0 answers

Why the Monte Carlo Control algorithm is written this way?

I am having trouble to understand this algorithm, since this is not how I would have written it. To me, we should first start to fix a policy. Then, we evaluate the Q values associated with this ...
Hugo Laurençon's user avatar
0 votes
1 answer

Are the two $\epsilon$-greedy policies different?

I found 2 diffefent versions of $\epsilon$Greedy policy for monte carlo and q learning: For monte carlo: $\pi (a|s)=\epsilon /m +1-\epsilon$ to choose the best action and $\pi =\epsilon /m$ for other ...
abcd's user avatar
  • 1