diff --git a/wizard-work/ledger/arxiv_titles.csv b/wizard-work/ledger/arxiv_titles.csv
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+ARXIV_ID,TITLE
+http://arxiv.org/abs/2012.12104v1,A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data
+http://arxiv.org/abs/2012.13026v1,Rethink AI-based Power Grid Control: Diving Into Algorithm Design
+http://arxiv.org/abs/2012.13293v1,Fuzzy Commitments Offer Insufficient Protection to Biometric Templates Produced by Deep Learning
+http://arxiv.org/abs/2012.13315v1,Generalization in portfolio-based algorithm selection
+http://arxiv.org/abs/2012.13391v2,"I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling"