Decision-making with Speculative Opponent ModelsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 |
Sample-based Uncertainty Quantification with a Single Deterministic
Neural NetworkInternational Joint Conference on Computational Intelligence (IJCCI), 2022 |
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous
ControlIEEE International Joint Conference on Neural Network (IJCNN), 2022 |
GMAC: A Distributional Perspective on Actor-Critic FrameworkInternational Conference on Machine Learning (ICML), 2021 |
Implicit Distributional Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2020 |
Improving Robustness via Risk Averse Distributional Reinforcement
LearningConference on Learning for Dynamics & Control (L4DC), 2020 |