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• Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings
  2018 · 68 citations
• EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
  2017 · 61 citations
• Entity Abstraction in Visual Model-Based Reinforcement Learning
  2019 · 32 citations
• Evolving Reinforcement Learning Algorithms
  2021 · 19 citations
• Ecological Reinforcement Learning
  2020 · 12 citations
• Many-Shot In-Context Learning
  2024 · 10 citations
• Guiding Policies with Language via Meta-Learning
  2018 · 8 citations
• Evolving Pareto-Optimal Actor-Critic Algorithms for Generalizability and Stability
  2022
• Improving Large Language Model Fine-tuning for Solving Math Problems
  2023