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• Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
  2023 · 10 citations
• Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity
  2023 · 6 citations
• No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
  2022 · 3 citations
• The In-Sample Softmax for Offline Reinforcement Learning
  2023 · 3 citations
• Greedy-based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning
  2021 · 2 citations
• Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
  2023 · 2 citations
• Investigating the Properties of Neural Network Representations in Reinforcement Learning
  2022 · 1 citations
• Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments
  2024 · 1 citations
• Fat-to-Thin Policy Optimization: Offline RL with Sparse Policies
  2025
• Cooperative Cruising: Reinforcement Learning-Based Time-Headway Control for Increased Traffic Efficiency
  2024