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Andrew Perrault

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 12:57 AM AMS

8

papers

126

total citations

papers (8)

Collapsing Bandits and Their Application to Public Health Intervention

NEURIPS 2020arXiv

Automatically Learning Compact Quality-aware Surrogates for Optimization Problems

NEURIPS 2020arXiv

Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize

Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales

Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses

Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning

The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards