What is TOPIC-NAME?
Brief description.
Recommended Path for Learning
- This 20 minutes video is a great introduction to this concept.
Deep Hierarchical Reinforcement Learning Made Fast and Easy with Dr. Ray Fox
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The Promise of Hierarchical Reinforcement Learning This is great blog post that explains hierarchical reinforcement learning using real-world examples to help explain and clarify the hierarchical problem-solving approach.
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This video explains Hierarchical Reinforcement Learning in a very straightforward way using an every daily example. This talk presents the concept of Hierarchical Reinforcement Learning without the technical aspect. Hierarchical Reinforcement Learning - Diona Precup
Further Learning
Applied papers
- Video Captioning via Hierarchical Reinforcement Learning This paper proposes a novel hierarchical reinforcement learning framework for video captioning.
Online tutorials
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Predictive knowledge acquisition via hierarchical reinforcement learning Predictive knowledge acquisition via hierarchical reinforcement learning. This github library uses python code and provides implementations for agents that seek to learn about their environment by predicting multiple signals from a single stream of experience.
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Hierarchical Reinforcement This link includes papers with code.
Theory papers
- Hierarchical reinforcement learning and decision making This paper by Matthew Botvinick discusses hierarchical reinforcement learning in neuroscience.