Simmons-Edler, Riley

5 publications

NeurIPS 2025 Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments Riley Simmons-Edler, Ryan Paul Badman, Felix Baastad Berg, Raymond Chua, John Vastola, Joshua Lunger, William Qian, Kanaka Rajan

NeurIPS 2025 Military AI Needs Technically-Informed Regulation to Safeguard AI Research and Its Applications Riley Simmons-Edler, Jean Dong, Paul Lushenko, Kanaka Rajan, Ryan Paul Badman

ICML 2024 Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research Riley Simmons-Edler, Ryan Paul Badman, Shayne Longpre, Kanaka Rajan

IJCAI 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

ICMLW 2019 Q-Learning for Continuous Actions with Cross-Entropy Guided Policies Riley Simmons-Edler, Ben Eisner, Eric Mitchell, Sebastian Seung, Daniel Lee