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Craig Boutilier β most-cited papers & profile Β· Large Language Models
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Craig Boutilier
6
papers Β·
56
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Most-cited papers
Gradient-based Optimization for Bayesian Preference Elicitation
2019 Β· 29 citations
Planning and Learning with Stochastic Action Sets
2018 Β· 23 citations
Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces
2025 Β· 4 citations
Advantage Amplification in Slowly Evolving Latent-State Environments
2019
Ranking with Popularity Bias: User Welfare under Self-Amplification Dynamics
2023
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies
2024
Topics
Collaborative Filtering
Model-Based RL
Ranking & CTR
Policy Gradient
Multi-Agent
Value-Based
Sequential & Session
LLM-based
Fairness & Ethics
Cold Start & Cross-Domain