3D Environmental Risk Identification Using Reinforcement Learning

摘要

Placing an agent within an environment, detecting a first object in a first state by the agent, performing an action to interact with the first object using reinforcement learning by the agent, wherein the action maximizes reward An exemplary method is provided for providing an injury risk assessment comprising the steps of: mapping a first object to a three-dimensional environment, and identifying potential hazards within the three-dimensional environment. Also, an agent communicatively coupled to the sensing device, a communication network communicatively coupled to the agent, a three-dimensional model risk assessment module communicatively coupled to the communication network, a user device communicatively coupled to the three-dimensional model risk assessment module, and An exemplary system for providing an injury risk assessment is provided herein, including a system for identifying an environmental hazard communicatively coupled to a communication network.