discussion or experiments with small problems to illustrate the limitations of the approach, which we agree is a good

Neural Information Processing Systems 

We thank the reviewers for their comments. We will address all style suggestions and minor points. We encoded the T -maze domain in RDDL and show the results in the table. RDDL to pomdpx translator failed for this problem size. The result shows that SNAP can solve the T -maze problems. However, we can illustrate the tradeoff with two other simple domains.

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