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Edward W. Staley
Edward W. Staley
AI Researcher, Johns Hopkins University Applied Physics Laboratory
Verified email at jhuapl.edu
Title
Cited by
Cited by
Year
In-hand robotic manipulation via deep reinforcement learning
KD Katyal, EW Staley, MS Johannes, IJ Wang, A Reiter, P Burlina
Proceedings of the Workshop on Deep Learning for Action and Interaction, in …, 2016
132016
Meta arcade: A configurable environment suite for meta-learning
EW Staley, C Ashcraft, B Stoler, J Markowitz, G Vallabha, C Ratto, ...
arXiv preprint arXiv:2112.00583, 2021
52021
Triangular dropout: Variable network width without retraining
EW Staley, J Markowitz
arXiv preprint arXiv:2205.01235, 2022
32022
Tanksworld: a multi-agent environment for AI safety research
CG Rivera, O Lyons, A Summitt, A Fatima, J Pak, W Shao, R Chalmers, ...
arXiv preprint arXiv:2002.11174, 2020
32020
Meta arcade: A configurable environment suite for deep reinforcement learning and meta-learning
EW Staley, C Ashcraft, B Stoler, J Markowitz, G Vallabha, C Ratto, ...
Deep RL Workshop NeurIPS 2021, 2021
22021
To Burst or Not to Burst: Generating and Quantifying Improbable Text
K Sasse, S Barham, ES Kayi, EW Staley
arXiv preprint arXiv:2401.15476, 2024
12024
Clipped-Objective Policy Gradients for Pessimistic Policy Optimization
J Markowitz, EW Staley
arXiv preprint arXiv:2311.05846, 2023
12023
Learning generalizable behaviors from demonstration
C Rivera, KM Popek, C Ashcraft, EW Staley, KD Katyal, BL Paulhamus
Frontiers in Neurorobotics 16, 932652, 2022
12022
The ai arena: A framework for distributed multi-agent reinforcement learning
EW Staley, CG Rivera, AJ Llorens
arXiv preprint arXiv:2103.05737, 2021
12021
Amplified control for robotic teleoperation
BL Paulhamus, EW Staley, CG Rivera, KD Katyal, CM Huang
2019 Do Good Robotics Symposium, 2019
12019
Toward an adaptive deep reinforcement learning agent for maritime platform defense
J Markowitz, EW Staley
Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023
2023
Learning multi-agent cooperation
C Rivera, E Staley, A Llorens
Frontiers in Neurorobotics 16, 932671, 2022
2022
PICO: Primitive Imitation for COntrol
CG Rivera, KM Popek, C Ashcraft, EW Staley, KD Katyal, BL Paulhamus
arXiv preprint arXiv:2006.12551, 2020
2020
DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders
EW Staley, KD Katyal, P Burlina
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
2018
Learning generalizable behaviors from demonstration
C Rivera, KM Popek, C Ashcraft, EW Staley, KD Katyal, BL Paulhamus
A Decision Metric for the Use of a Deep Reinforcement Learning Policy
C Selby, E Staley
Learning Modularity for Generalizable Robotic Behaviors
C Rivera, C Ashcraft, EW Staley, KM Popek, KD Katyal, BL Paulhamus
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