Kurtland Chua

According to our database, Kurtland Chua authored at least 4 papers between 2018 and 2023.

Collaborative distances:

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

2023

Provable Hierarchy-Based Meta-Reinforcement Learning.

Kurtland Chua, Qi Lei, Jason D. Lee

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

How Fine-Tuning Allows for Effective Meta-Learning.

Kurtland Chua, Qi Lei, Jason D. Lee

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning.

Baohe Zhang, Raghu Rajan, Luis Pineda, Nathan O. Lambert, André Biedenkapp, Kurtland Chua, Frank Hutter, Roberto Calandra

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

2018

Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models.

Kurtland Chua, Roberto Calandra, Rowan McAllister, Sergey Levine

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018