Riley Simmons-Edler

11 papers A* 2A 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments.
CoRR
Riley Simmons-Edler, Ryan Paul Badman, Felix Baastad Berg, Raymond Chua, John J. Vastola, Joshua Lunger, William Qian, Kanaka Rajan
2025 J jnl
Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications.
CoRR
Riley Simmons-Edler, Jean Dong, Paul Lushenko, Kanaka Rajan, Ryan Paul Badman
2024 J jnl
AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research.
CoRR
Riley Simmons-Edler, Ryan Paul Badman, Shayne Longpre, Kanaka Rajan
2024 A* conf
Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research.
ICML
Riley Simmons-Edler, Ryan Paul Badman, Shayne Longpre, Kanaka Rajan
2021 A conf
AuraSense: Robot Collision Avoidance by Full Surface Proximity Detection.
IROS
Xiaoran Fan, Riley Simmons-Edler, Daewon Lee, Larry D. Jackel, Richard E. Howard, Daniel D. Lee
2021 J jnl
AuraSense: Robot Collision Avoidance by Full Surface Proximity Detection.
CoRR
Xiaoran Fan, Riley Simmons-Edler, Daewon Lee, Larry D. Jackel, Richard E. Howard, Daniel D. Lee
2021 J jnl
Towards Practical Credit Assignment for Deep Reinforcement Learning.
CoRR
Vyacheslav Alipov, Riley Simmons-Edler, Nikita Putintsev, Pavel Kalinin, Dmitry P. Vetrov
2020 A* conf
Reward Prediction Error as an Exploration Objective in Deep RL.
IJCAI
Riley Simmons-Edler, Ben Eisner, Daniel Yang, Anthony Bisulco, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee
2019 J jnl
Q-Learning for Continuous Actions with Cross-Entropy Guided Policies.
CoRR
Riley Simmons-Edler, Ben Eisner, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee
2019 J jnl
QXplore: Q-learning Exploration by Maximizing Temporal Difference Error.
CoRR
Riley Simmons-Edler, Ben Eisner, Eric Mitchell, H. Sebastian Seung, Daniel D. Lee
2018 J jnl
Program Synthesis Through Reinforcement Learning Guided Tree Search.
CoRR
Riley Simmons-Edler, Anders Miltner, H. Sebastian Seung