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• 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
• Safe CoR: A Dual-Expert Approach to Integrating Imitation Learning and Safe Reinforcement Learning Using Constraint Rewards
  2024 · 2 citations
• Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning
  2024 · 1 citations
• Offline Reinforcement Learning with Universal Horizon Models
  2026
• Compositional Transduction with Latent Analogies for Offline Goal-Conditioned Reinforcement Learning
  2026
• Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning
  2017
• Diffused Task-Agnostic Milestone Planner
  2023
• Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
  2024
• Stage-Wise Reward Shaping for Acrobatic Robots: A Constrained Multi-Objective Reinforcement Learning Approach
  2024