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There is a bug in the way log_prob is calculated. Last step reduce_sum is supposed to be over the action space, not actions from the batch. Fixed with adding axis=1
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There is a bug in the way log_prob is calculated. Last step reduce_sum is supposed to be over the action space, not actions from the batch. Fixed with adding axis=1