Riley Simmons-Edler

According to our database, Riley Simmons-Edler authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Towards Practical Credit Assignment for Deep Reinforcement Learning.

Vyacheslav Alipov, Riley Simmons-Edler, Nikita Putintsev, Pavel Kalinin, Dmitry P. Vetrov

CoRR, 2021

AuraSense: Robot Collision Avoidance by Full Surface Proximity Detection.

Xiaoran Fan, Riley Simmons-Edler, Daewon Lee, Larry D. Jackel, Richard E. Howard, Daniel D. Lee

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Reward Prediction Error as an Exploration Objective in Deep RL.

Riley Simmons-Edler, Ben Eisner, Daniel Yang, Anthony Bisulco, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

QXplore: Q-learning Exploration by Maximizing Temporal Difference Error.

Riley Simmons-Edler, Ben Eisner, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee

CoRR, 2019

Q-Learning for Continuous Actions with Cross-Entropy Guided Policies.

Riley Simmons-Edler, Ben Eisner, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee

CoRR, 2019

2018

Program Synthesis Through Reinforcement Learning Guided Tree Search.

Riley Simmons-Edler, Anders Miltner, H. Sebastian Seung

CoRR, 2018