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20222026
most citedMonte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations

5 citations · 5 across the 3 of their papers we have counts for

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cs.LG2026

Decision-Focused On-Policy Learning for Contextual Linear Optimization with Partial Feedback

Wyame Benslimane, Tinghan Ye, Pascal Van Hentenryck +1

Decision-focused learning (DFL) trains predictive models by optimizing downstream decision quality rather than standalone prediction accuracy. For contextual linear optimization, m…