Melrose Roderick

According to our database, Melrose Roderick authored at least 8 papers between 2016 and 2023.

Collaborative distances:

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

2023

Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation.

Melrose Roderick, Felix Berkenkamp, Fatemeh Sheikholeslami, Zico Kolter

CoRR, 2023

Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning.

Melrose Roderick, Gaurav Manek, Felix Berkenkamp, J. Zico Kolter

CoRR, 2023

2021

Enforcing robust control guarantees within neural network policies.

Priya L. Donti, Melrose Roderick, Mahyar Fazlyab, J. Zico Kolter

Proceedings of the 9th International Conference on Learning Representations, 2021

Provably Safe PAC-MDP Exploration Using Analogies.

Melrose Roderick, Vaishnavh Nagarajan, J. Zico Kolter

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2018

Deep Abstract Q-Networks.

Melrose Roderick, Christopher Grimm, Stefanie Tellex

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Implementing the Deep Q-Network.

Melrose Roderick, James MacGlashan, Stefanie Tellex

CoRR, 2017

Mean Actor Critic.

Kavosh Asadi, Cameron Allen, Melrose Roderick, Abdel-rahman Mohamed, George Dimitri Konidaris, Michael L. Littman

CoRR, 2017

2016

Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards.

Jeffrey Mahler, Florian T. Pokorny, Brian Hou, Melrose Roderick, Michael Laskey, Mathieu Aubry, Kai Kohlhoff, Torsten Kröger, James J. Kuffner, Ken Goldberg

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016