Dale Eric Schuurmans

Title: The Innovations of Dale Eric Schuurmans

Introduction

Dale Eric Schuurmans is a notable inventor based in Mountain View, CA. He has made significant contributions to the field of artificial intelligence and robotics. With a total of three patents to his name, Schuurmans is recognized for his innovative approaches to mitigating biases in machine learning.

Latest Patents

One of Schuurmans' latest patents is titled "Mitigating delusional bias in deep Q-learning for robotic and/or other agents." This patent addresses the issue of delusional bias that can occur in function approximation Q-learning. The techniques disclosed involve training and utilizing a value network to generate actions for agents, such as robots or software agents. The patent suggests that delusional bias can be mitigated through the use of a soft-consistency penalty or by employing a search framework over multiple Q-functions.

Another significant patent is "Training policy neural networks using path consistency learning." This invention outlines methods and systems for training a policy neural network that selects actions for a reinforcement learning agent interacting with its environment. The method includes obtaining path data that defines the agent's traversal through the environment. A consistency error is determined based on various factors, and this error is used to update the policy neural network parameters.

Career Highlights

Dale Eric Schuurmans is currently employed at Google Inc., where he continues to work on cutting-edge technologies in artificial intelligence. His expertise in machine learning and robotics has positioned him as a key player in the development of innovative solutions in these fields.

Collaborations

Throughout his career, Schuurmans has collaborated with talented individuals such as Ofir Nachum and Mohammad Norouzi. These collaborations have further enhanced his work and contributed to the advancement of technology in artificial intelligence.

Conclusion

Dale Eric Schuurmans is a prominent inventor whose work in artificial intelligence and robotics has led to significant advancements in the field. His innovative patents reflect his commitment to improving machine learning techniques and addressing challenges within the industry.