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Iou-Jen Liu
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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
1242019
Cooperative exploration for multi-agent deep reinforcement learning
IJ Liu, U Jain, RA Yeh, A Schwing
International conference on machine learning, 6826-6836, 2021
902021
PIC: permutation invariant critic for multi-agent deep reinforcement learning
IJ Liu, RA Yeh, AG Schwing
Conference on Robot Learning, 590-602, 2020
782020
Knowledge flow: Improve upon your teachers
IJ Liu, J Peng, AG Schwing
International Conference on Learning Representations (ICLR), 2019
692019
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
382014
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
232021
GridToPix: Training Embodied Agents with Minimal Supervision
U Jain, IJ Liu, S Lazebnik, A Kembhavi, L Weihs, A Schwing
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
212021
Stitch-aware routing for multiple e-beam lithography
SY Fang, IJ Liu, YW Chang
Proceedings of the 50th Annual Design Automation Conference, 1-6, 2013
17*2013
High-Throughput Synchronous Deep RL
IJ Liu, RA Yeh, AG Schwing
Advances in Neural Information Processing Systems 33, 2020
152020
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
142019
Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning
IJ Liu, Z Ren, RA Yeh, AG Schwing
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021
132021
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
112022
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
2020
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