Improved Soft Actor-Critic: Reducing Bias and Estimation Error for Fast Learning
Author:
Affiliation:
1. Mehta Family School of Data Science and Artificial Intelligence Indian Institute of Technology Roorkee,Roorkee,India,247667
2. Indian Institute of Technology Roorkee,Department of Electrical Engineering,Roorkee,India,247667
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10062451/10062959/10063058.pdf?arnumber=10063058
Reference23 articles.
1. Continuous control with deep reinforcement learning;lillicrap;arXiv [cs LG],2015
2. Asynchronous methods for deep reinforcement learning;mnih;arXiv [cs LG],2016
3. Inverted Pendulum Control using Twin Delayed Deep Deterministic Policy Gradient with a Novel Reward Function
4. Playing Atari with deep reinforcement learning;mnih;arXiv [cs LG],2013
5. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor;haarnoja;arXiv [cs LG],2018
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