Behavior-Invariant Task Representation Learning with Transformer-based World Models for Offline Meta-Reinforcement Learning

Documenti analoghi

• Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents
  di: Zhang, Menglong, et al.
  Pubblicazione: (2024)
• Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning
  di: Zhang, Menglong, et al.
  Pubblicazione: (2025)
• Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning
  di: Wang, Changhong, et al.
  Pubblicazione: (2024)
• Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning
  di: Zhang, Hai, et al.
  Pubblicazione: (2024)
• Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
  di: Fan, Ziqing, et al.
  Pubblicazione: (2024)