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Eric Liang 706dc1d473 [rllib] Add test for multi-agent support and fix IMPALA multi-agent (#3289)
IMPALA support for multiagent was broken since IMPALA has a requirement that batch sizes be of a certain length. However multi-agent envs can create variable-length batches.

Fix this by adding zero-padding as needed (similar to the RNN case).
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