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• Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
  2019 · 23 citations
• GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values
  2020 · 11 citations
• Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning
  2020 · 5 citations
• Variance-Reduced Off-Policy Memory-Efficient Policy Search
  2020 · 4 citations
• SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
  2018 · 2 citations
• Benchmarking Reinforcement Learning Techniques for Autonomous Navigation
  2022 · 2 citations
• Metric Residual Networks for Sample Efficient Goal-Conditioned Reinforcement Learning
  2022 · 1 citations
• A Joint Planning and Learning Framework for Human-Aided Decision-Making
  2019