The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 20, 2026
Filed:
Dec. 02, 2022
International Business Machines Corporation, Armonk, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Mechanisms are provided for a model-based Reinforcement Learning (RL) computing system. A proprioception module receives a previous state of an environment and a previous action taken by an agent in the environment, and estimates a current state by using a transition model which receives a pair of state and action and produces a next state. The proprioception module modifies an estimate of the transition model so that the modified estimate of the transition model prevents a past invalid action from recurring in a corresponding state, where the past invalid action taken in the corresponding state is one that did not cause a change in state. The proprioception module passes the current state and the modified estimate of the transition model to a model-based RL computer model for generation of a next action to take in the environment.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile