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• Directed Exploration in PAC Model-Free Reinforcement Learning
  2018 · 2 citations
• Learning Uncertainty-Aware Temporally-Extended Actions
  2024 · 1 citations
• Preference-based Reinforcement Learning beyond Pairwise Comparisons: Benefits of Multiple Options
  2025
• Minimax Optimal Reinforcement Learning with Quasi-Optimism
  2025
• Combinatorial Reinforcement Learning with Preference Feedback
  2025
• Sequential Anomaly Detection using Inverse Reinforcement Learning
  2020
• Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation
  2022
• Model-based Offline Reinforcement Learning with Count-based Conservatism
  2023
• Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
  2024