- AAAI-WAdaptive Agent Architecture for Real-Time Human-Agent TeamingAAAI workshop on Plan, Activity, and Intent Recognition (PAIR), 2021
Field: HRI. TLDR: adaptive agent to human teammates by self-play team performance projection.
- CoRLf-IRL: Inverse Reinforcement Learning via State Marginal MatchingIn Conference on Robot Learning (CoRL), 2020
Field: RL. TLDR: learn state-only reward functions for downstream tasks. Abridged version in RSS workshop.
- ICML-WMeta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient7th ICML Workshop on Automated Machine Learning (AutoML), 2020
Field: RL. TLDR: meta-learn the entropy temperature for exploration-exploitation trade-off.
- HFESTeam Synchronization and Individual Contributions in Coop-Space Fortress64th Annual Meeting of Human Factors and Ergonomics Society (HFES), 2020
Field: HRI. TLDR: the connection betweeen team performance and sychronization in human teams.
- CVPRElastic Boundary Projection for 3D Medical Image SegmentationIn Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Field: CV. TLDR: reformulate object segmentation as behavior cloning problem.
- arXivPhase Collaborative Network for Two-Phase Medical Image SegmentationPreprint, 2018
Field: CV. TLDR: CycleGAN for unpaired two-phase medical image segmentation.