← authors · overview

• Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees
  2019 · 8 citations
• Fulfilling Formal Specifications ASAP by Model-free Reinforcement Learning
  2023 · 3 citations
• SafeGen-LLM: Enhancing Safety Generalization in Task Planning for Robotic Systems
  2026
• Pattern-Guided Diffusion Models
  2025
• Conformal Constrained Policy Optimization for Cost-Effective LLM Agents
  2025
• RAPID: An Efficient Reinforcement Learning Algorithm for Small Language Models
  2025
• RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models
  2025
• Effective Reinforcement Learning for Reasoning in Language Models
  2025
• Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
  2022
• Learning Enabled Fast Planning and Control in Dynamic Environments with Intermittent Information
  2022
• Let's Talk Through Physics! Covert Cyber-Physical Data Exfiltration on Air-Gapped Edge Devices
  2022
• Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models
  2024