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Implement CQLPolicy and offline_cql example #506
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Codecov Report
@@ Coverage Diff @@
## master #506 +/- ##
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+ Coverage 94.18% 94.42% +0.24%
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Files 62 63 +1
Lines 4127 4252 +125
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+ Hits 3887 4015 +128
+ Misses 240 237 -3
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Trinkle23897
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Jan 15, 2022
BFAnas
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May 5, 2024
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(required)This PR implements CQLPolicy, which could be used to train an offline agent in the environment of continuous action space. An experimental result 'halfcheetah-medium-v1' is provided, which is a d4rl environment (for Offline Reinforcement Learning).
Example usage is in the examples/offline/offline_bcq.py. Document modification and unit test for CQLPolicy are also completed.