[PDF] Book Review - Sebastian Thrun
robots.stanford.edu·25.4 KB
The authors have done a wonderful job of boiling down disparate and complex RL algorithms to a set of fundamental components, then showing how these.
reinforcement learning review
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[PDF] Towards Continual Reinforcement Learning: A Review and ...
www.jair.org
In this article, we aim to provide a literature review of different formulations and approaches to continual reinforcement learning (RL), also known as lifelong ...
[PDF] A Survey of Reinforcement Learning in Relational Domains
ris.utwente.nl
Abstract. Reinforcement learning has developed into a primary approach for learning control strate- gies for autonomous agents. However, most of the work ...
Deep Reinforcement Learning for Robotics: A Survey of Real-World ...
ojs.aaai.org
The survey is designed to offer insights for both RL practitioners and roboticists toward har- nessing RL's power to create generally capable real-world robotic ...
A Review of Safe Reinforcement Learning: Methods, Theories and ...
ieeexplore.ieee.org
Methods of Model-Based Safe Reinforcement Learning. Although accurate models are challenging to build and many applications lack models, model-based Deep RL ( ...
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