Reinforcement Learning in Robotics
Topics
Description: This cluster of papers encompasses a wide range of advancements in reinforcement learning algorithms and their applications, including deep learning, neural networks, robotics, autonomous control, pol... more
Related topics (siblings) Advanced Clustering Algorithms Research, Advanced Computational Techniques and Applications, Advanced Graph Neural Networks, Advanced Software Engineering Methodologies, Advanced Technologies in Various Fields +71 more
Subfield (parent): Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Works count: 34,830
Citations count: 687,800
Reinforcement Learning: An Introduction
2005 · Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks
Proximal Policy Optimization Algorithms
2017 · John Schulman, Filip Wolski, et al. · arXiv (Cornell University)
Markov Decision Processes: Discrete Stochastic Dynamic Programming.
1995 · Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association