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• Variational Temporal Abstraction
  2019 · 24 citations
• DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations
  2021 · 11 citations
• TransDreamer: Reinforcement Learning with Transformer World Models
  2022 · 9 citations
• Structured World Belief for Reinforcement Learning in POMDP
  2021 · 7 citations
• Reinforced Imitation in Heterogeneous Action Space
  2019 · 5 citations
• Generative Video Transformer: Can Objects be the Words?
  2021 · 5 citations
• Object-Centric Slot Diffusion
  2023 · 5 citations
• Facing Off World Model Backbones: RNNs, Transformers, and S4
  2023 · 4 citations
• Generative Hierarchical Models for Parts, Objects, and Scenes
  2019 · 3 citations
• Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM
  2025
• Mrsteve: Instruction-following Agents In Minecraft With What-where-when Memory
  2024
• Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming
  2024
• PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
  2024