[RLlib] Fixed errors in 'MultiAgentEPisode' tests. Due to the use of 'BufferW… #41631
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…ithInfiniteLookback' and a different format for extra model outputs (instead of list of dicts now dict of 'BufferWithInfiniteLookback'). Added a 'add'' method to 'BufferWithInfiniteLookback' and refined the '_getattr_by_index' method to use a 'key' for the specific key in the extra model outputs that should be returned. The getters need a major refinement when 'Connector API' is finished and it is decided if only SAE or also MAE needs a lookback.
Why are these changes needed?
Due to the switch from
list
toBufferWithInfiniteLookback
theMultiAgentEpisode
needed some refinements b/c some tests did not run anymore. Furthermore, there are some changes in the extra model outputs that threw exceptions.Related issue number
Relates to #40746
Checks
git commit -s
) in this PR.scripts/format.sh
to lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/
under thecorresponding
.rst
file.