| Accelerating distributed reinforcement learning with in-switch computing Y Li, IJ Liu, Y Yuan, D Chen, A Schwing, J Huang Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 155 | 2019 |
| Cooperative exploration for multi-agent deep reinforcement learning IJ Liu, U Jain, RA Yeh, A Schwing International conference on machine learning, 6826-6836, 2021 | 116 | 2021 |
| PIC: permutation invariant critic for multi-agent deep reinforcement learning IJ Liu, RA Yeh, AG Schwing Conference on Robot Learning, 590-602, 2020 | 90 | 2020 |
| Knowledge flow: Improve upon your teachers IJ Liu, J Peng, AG Schwing arXiv preprint arXiv:1904.05878, 2019 | 84 | 2019 |
| Overlay-aware detailed routing for self-aligned double patterning lithography using the cut process IJ Liu, SY Fang, YW Chang Proceedings of the 51st Annual Design Automation Conference, 1-6, 2014 | 38 | 2014 |
| Bridging the imitation gap by adaptive insubordination L Weihs, U Jain, IJ Liu, J Salvador, S Lazebnik, A Kembhavi, A Schwing Advances in Neural Information Processing Systems 34, 19134-19146, 2021 | 31 | 2021 |
| Gridtopix: Training embodied agents with minimal supervision U Jain, IJ Liu, S Lazebnik, A Kembhavi, L Weihs, AG Schwing Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 22 | 2021 |
| Accelerating distributed reinforcement learning with in-switch computing. In 2019 ACM/IEEE 46th Annual International Symposium on Computer Architecture (ISCA) Y Li, IJ Liu, Y Yuan, D Chen, A Schwing, J Huang IEEE, 279ś291, 2019 | 17 | 2019 |
| Stitch-aware routing for multiple e-beam lithography IJ Liu, SY Fang, YW Chang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015 | 17* | 2015 |
| High-throughput synchronous deep rl IJ Liu, R Yeh, A Schwing Advances in Neural Information Processing Systems 33, 17070-17080, 2020 | 16 | 2020 |
| Semantic tracklets: An object-centric representation for visual multi-agent reinforcement learning IJ Liu, Z Ren, RA Yeh, AG Schwing 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 14 | 2021 |
| Asking for knowledge (afk): Training rl agents to query external knowledge using language IJ Liu, X Yuan, MA Côté, PY Oudeyer, A Schwing International Conference on Machine Learning, 14073-14093, 2022 | 12 | 2022 |
| Toward efficient multi-agent deep reinforcement learning IJ Liu University of Illinois at Urbana-Champaign, 2022 | | 2022 |
| Coordinated Multi-Agent Exploration Using Shared Goals IJ Liu, U Jain, A Schwing | | |
