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• Gradient-based Optimization for Bayesian Preference Elicitation
  2019 · 29 citations
• Planning and Learning with Stochastic Action Sets
  2018 · 23 citations
• Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces
  2025 · 4 citations
• Diffusion Controller: Framework, Algorithms and Parameterization
  2026
• Advantage Amplification in Slowly Evolving Latent-State Environments
  2019
• Advantage Amplification in Slowly Evolving Latent-State Environments
  2019
• RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
  2021
• Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning
  2022
• Aligning Text-to-Image Models using Human Feedback
  2023
• DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
  2023
• Ranking with Popularity Bias: User Welfare under Self-Amplification Dynamics
  2023
• Demystifying Embedding Spaces using Large Language Models
  2023
• Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies
  2024
• Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
  2024