Leveraging Empowerment to Model Tool Use in Reinforcement Learning
Author:
Affiliation:
1. School of Physics, Engineering, and Computer Science, University of Hertfordshire,Adaptive Systems Research Group,Hatfield,UK,AL10 9AB
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10364334/10364349/10364342.pdf?arnumber=10364342
Reference22 articles.
1. Is there a link between the crafting of tools and the evolution of cognition?
2. COGNITIVE DEVELOPMENT: Children's Knowledge About the Mind
3. Empowerment: A Universal Agent-Centric Measure of Control
4. Learning by playing solving sparse reward tasks from scratch;Riedmiller;2018 Int. Con. on Machine Learning (ICML)
5. Variational information maximisation for intrinsically motivated reinforcement learning;Mohamed;2015 Advances in Neural Information Processing Systems (NeurIPS)
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