Keith Ross
New York University
H-index: 79
North America-United States
Top articles of Keith Ross
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective
arXiv preprint arXiv:2402.03979
2024/2/6
Pre-training with Synthetic Data Helps Offline Reinforcement Learning
arXiv preprint arXiv:2310.00771
2023/10/1
Che Wang
H-Index: 3
Keith Ross
H-Index: 33
Sieci komputerowe: ujęcie całościowe
2023
Vrl3: A data-driven framework for visual deep reinforcement learning
Advances in Neural Information Processing Systems
2022/12/6
On the Convergence of Monte Carlo UCB for Random-Length Episodic MDPs
arXiv preprint arXiv:2209.02864
2022/9/7
Che Wang
H-Index: 3
Keith Ross
H-Index: 33
Course Information
2022
Aggressive q-learning with ensembles: Achieving both high sample efficiency and high asymptotic performance
arXiv preprint arXiv:2111.09159
2021/11/17
On-policy deep reinforcement learning for the average-reward criterion
2021/7/1
Randomized ensembled double q-learning: Learning fast without a model
arXiv preprint arXiv:2101.05982
2021/1/15
Striving for simplicity and performance in off-policy DRL: Output normalization and non-uniform sampling
2020/11/21
Average reward reinforcement learning with monotonic policy improvement
2020/10/2
On the convergence of the monte carlo exploring starts algorithm for reinforcement learning
arXiv preprint arXiv:2002.03585
2020/2/10
Multi-task batch reinforcement learning with metric learning
Advances in Neural Information Processing Systems
2020
First order constrained optimization in policy space
Advances in Neural Information Processing Systems
2020
Bail: Best-action imitation learning for batch deep reinforcement learning
Advances in Neural Information Processing Systems
2020
Co-Authors
