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• Scaling Up Multiagent Reinforcement Learning for Robotic Systems: Learn an Adaptive Sparse Communication Graph
  2020 · 17 citations
• A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
  2020 · 12 citations
• Influencing Long-Term Behavior in Multiagent Reinforcement Learning
  2022 · 5 citations
• Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery
  2024 · 1 citations
• FISAR: Forward Invariant Safe Reinforcement Learning with a Deep Neural Network-Based Optimize
  2020
• ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation
  2021
• Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming
  2023
• Towards an Adaptable and Generalizable Optimization Engine in Decision and Control: A Meta Reinforcement Learning Approach
  2024