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• Online Robust Policy Learning in the Presence of Unknown Adversaries
  2018 · 23 citations
• Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning
  2018 · 15 citations
• Learning to Cope with Adversarial Attacks
  2019 · 2 citations
• Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
  2024
• Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents
  2019
• Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents
  2020
• A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems
  2021
• MDPGT: Momentum-based Decentralized Policy Gradient Tracking
  2021
• Incorporating System-level Safety Requirements in Perception Models via Reinforcement Learning
  2024
• FAWAC: Feasibility Informed Advantage Weighted Regression for Persistent Safety in Offline Reinforcement Learning
  2024