← authors · overview

• Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning
  2019 · 19 citations
• Density Matching Reward Learning
  2016 · 5 citations
• Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints
  2023 · 2 citations
• Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion
  2023 · 1 citations
• Policy-labeled Preference Learning: Is Preference Enough for RLHF?
  2025
• Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation
  2024
• Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning
  2017
• Semi-Autonomous Teleoperation via Learning Non-Prehensile Manipulation Skills
  2021
• Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
  2024