| Mitigating covariate shift in imitation learning via offline data with partial coverage J Chang, M Uehara, D Sreenivas, R Kidambi, W Sun Advances in Neural Information Processing Systems 34, 965-979, 2021 | 49 | 2021 |
| Mobile: Model-based imitation learning from observation alone R Kidambi, J Chang, W Sun Advances in Neural Information Processing Systems 34, 28598-28611, 2021 | 32 | 2021 |
| Mitigating covariate shift in imitation learning via offline data without great coverage JD Chang, M Uehara, D Sreenivas, R Kidambi, W Sun arXiv preprint arXiv:2106.03207, 2021 | 25 | 2021 |
| Learning deep parameterized skills from demonstration for re-targetable visuomotor control J Chang, N Kumar, S Hastings, A Gokaslan, D Romeres, D Jha, ... arXiv preprint arXiv:1910.10628, 2019 | 13 | 2019 |
| Learning to generate better than your llm JD Chang, K Brantley, R Ramamurthy, D Misra, W Sun arXiv preprint arXiv:2306.11816, 2023 | 9 | 2023 |
| Learning bellman complete representations for offline policy evaluation J Chang, K Wang, N Kallus, W Sun International Conference on Machine Learning, 2938-2971, 2022 | 8 | 2022 |
| Using unsupervised clustering to identify pregnancy co-morbidities J Chang, IN Sarkar AMIA Summits on Translational Science Proceedings 2019, 305, 2019 | 6 | 2019 |
| Using self organizing maps to compare sepsis patients from the neonatal and adult intensive care unit B Goddard, J Chang, IN Sarkar AMIA Summits on Translational Science Proceedings 2019, 127, 2019 | 2 | 2019 |
| Dataset Reset Policy Optimization for RLHF JD Chang, W Shan, O Oertell, K Brantley, D Misra, JD Lee, W Sun arXiv preprint arXiv:2404.08495, 2024 | 1 | 2024 |
| RL for Consistency Models: Faster Reward Guided Text-to-Image Generation O Oertell, JD Chang, Y Zhang, K Brantley, W Sun arXiv preprint arXiv:2404.03673, 2024 | 1 | 2024 |
| REBEL: Reinforcement Learning via Regressing Relative Rewards Z Gao, JD Chang, W Zhan, O Oertell, G Swamy, K Brantley, T Joachims, ... arXiv preprint arXiv:2404.16767, 2024 | | 2024 |
| Adversarial Imitation Learning via Boosting J Chang, D Sreenivas, Y Huang, K Brantley, W Sun International Conference on Learning Representations, 2024 | | 2024 |
| Policy-Gradient Training of Language Models for Ranking G Gao, JD Chang, C Cardie, K Brantley, T Joachim arXiv preprint arXiv:2310.04407, 2023 | | 2023 |
