bsuite
bsuite copied to clipboard
inconsistency fix for stochastic deep sea
- The description of stochastic sea environment says "adds N(0,1) noise to the end of states of the chain", but in line 125, noisy reward were only added when "column" is either 0 or "_size -1".
- The description of stochastic sea environment says "act right with 1 - 1/N moves agent to right", but in line 121, i.e., when agent is at cell "(_size-1, _size-1)" and act right, there is no such stochasticity.
This pull request fixes these two inconsistency issues. Without this pull request fix, expected value under optimal policy is more complicated; with these fixes, expected value for optimal policy is simply given by (1-1/N)^N0.99 + (-0.01 + E[norm(0,1)])(1-(1-1/N)^N)
Thanks for your pull request. It looks like this may be your first contribution to a Google open source project (if not, look below for help). Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).
:memo: Please visit https://cla.developers.google.com/ to sign.
Once you've signed (or fixed any issues), please reply here with @googlebot I signed it!
and we'll verify it.
What to do if you already signed the CLA
Individual signers
- It's possible we don't have your GitHub username or you're using a different email address on your commit. Check your existing CLA data and verify that your email is set on your git commits.
Corporate signers
- Your company has a Point of Contact who decides which employees are authorized to participate. Ask your POC to be added to the group of authorized contributors. If you don't know who your Point of Contact is, direct the Google project maintainer to go/cla#troubleshoot (Public version).
- The email used to register you as an authorized contributor must be the email used for the Git commit. Check your existing CLA data and verify that your email is set on your git commits.
- The email used to register you as an authorized contributor must also be attached to your GitHub account.
ℹ️ Googlers: Go here for more info.
@googlebot I signed it!
@googlebot I signed it!