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Image Credit: Arxiv

Probabilistic Curriculum Learning for Goal-Based Reinforcement Learning

  • Researchers propose a new approach called Probabilistic Curriculum Learning (PCL) for goal-based reinforcement learning (RL)
  • PCL algorithm suggests goals for RL agents in continuous control and navigation tasks
  • The method enables agents to learn skills in a progressive manner, similar to how humans learn
  • Automating goal creation in RL remains a challenge that PCL aims to address

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