Song Ju

According to our database, Song Ju authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Off-Policy Selection for Initiating Human-Centric Experimental Design.

Ge Gao, Xi Yang, Qitong Gao, Song Ju, Miroslav Pajic, Min Chi

CoRR, 2024

On Trajectory Augmentations for Off-Policy Evaluation.

Ge Gao, Qitong Gao, Xi Yang, Song Ju, Miroslav Pajic, Min Chi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

HOPE: Human-Centric Off-Policy Evaluation for E-Learning and Healthcare.

Ge Gao, Song Ju, Markel Sanz Ausin, Min Chi

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement Learning.

Song Ju, Xi Yang, Tiffany Barnes, Min Chi

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

2021

Preparing Unprepared Students For Future Learning.

Mark Abdelshiheed, Mehak Maniktala, Song Ju, Ayush Jain, Tiffany Barnes, Min Chi

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

To Reduce Healthcare Workload: Identify Critical Sepsis Progression Moments through Deep Reinforcement Learning.

Song Ju, Yeo Jin Kim, Markel Sanz Ausin, Maria E. Mayorga, Min Chi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem.

Markel Sanz Ausin, Hamoon Azizsoltani, Song Ju, Yeo-Jin Kim, Min Chi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Evaluating Critical Reinforcement Learning Framework in the Field.

Song Ju, Guojing Zhou, Mark Abdelshiheed, Tiffany Barnes, Min Chi

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

Pick the Moment: Identifying Critical Pedagogical Decisions Using Long-Short Term Rewards.

Song Ju, Min Chi, Guojing Zhou

Proceedings of the 13th International Conference on Educational Data Mining, 2020

2019

Identifying Critical Pedagogical Decisions through Adversarial Deep Reinforcement Learning.

Song Ju, Guojing Zhou, Hamoon Azizsoltani, Tiffany Barnes, Min Chi

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Importance Sampling to Identify Empirically Valid Policies and their Critical Decisions.

Song Ju, Shitian Shen, Hamoon Azizsoltani, Tiffany Barnes, Min Chi

Proceedings of the Joint Proceedings of the Workshops of the 12th International Conference on Educational Data Mining co-located with the 12th International Conference on Educational Data Mining, 2019