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• Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
  2018 · 47 citations
• Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
  2020 · 22 citations
• Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
  2022 · 2 citations
• Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning
  2023 · 2 citations
• A State Augmentation based approach to Reinforcement Learning from Human Preferences
  2023 · 1 citations
• interwhen: A Generalizable Framework for Steering Reasoning Models with Test-time Verification
  2026
• RL in Name Only? Analyzing the Structural Assumptions in RL post-training for LLMs
  2025
• Computing Policies That Account For The Effects Of Human Agent Uncertainty During Execution In Markov Decision Processes
  2021
• Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop
  2022
• Data Driven Reward Initialization for Preference based Reinforcement Learning
  2023
• Incorporating Human Flexibility through Reward Preferences in Human-AI Teaming
  2023
• Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning
  2024