Sentence examples for to reinforcement learning from inspiring English sources

A lot of attention is being given to reinforcement learning, a specialized branch of machine learning.

Transfer learning is a hierarchical approach to reinforcement learning of complex tasks modeled as Markov Decision Processes.

These tools could eventually include packages to better democratize access to reinforcement learning, a categorization of reward-based machine learning, for existing businesses.

This research shows that the advanced methods developed in the context of the mirror descent research can be applied to reinforcement learning problem.

Q Learning procedure considers the weighted average of rewards present in a policy path as compared to reinforcement learning approach which considers a simple average of reward in a policy path [43].

A continuous U tree algorithm transfers traditional U tree algorithm to reinforcement learning and this U tree algorithm can be viewed as a Regression Tree algorithm for storing state values [154].

In addition, the Cognitive Toolkit also now allows developers to use reinforcement learning to train their models.

Accordingly, these responses were sufficient to train reinforcement learning models to predict the behaviorally defined expected utility of gambles.

In addition, a deterministic rather than probabilistic reversal contingency allowed us to focus on rapid (inferential) changes in behavioral set rather than gradual acquisition of learned contingencies (in order to minimize reinforcement learning about actions).

And the more you use this personalized version of Google News, the better it will get, thanks to the "reinforcement learning" technology under the hood.

As it does not require direct gradient calculations, it can be applied to a reinforcement learning framework.