ElegantRL-Podracer: Scalable and elastic library for cloud-native deep reinforcement learning XY Liu, Z Li, Z Yang, J Zheng, Z Wang, A Walid, J Guo, MI Jordan arXiv preprint arXiv:2112.05923, 2021 | 37* | 2021 |
Reconciling reality through simulation: A real-to-sim-to-real approach for robust manipulation M Torne, A Simeonov, Z Li, A Chan, T Chen, A Gupta, P Agrawal arXiv preprint arXiv:2403.03949, 2024 | 30 | 2024 |
Finrl-podracer: high performance and scalable deep reinforcement learning for quantitative finance Z Li, XY Liu, J Zheng, Z Wang, A Walid, J Guo Proceedings of the second ACM international conference on AI in finance, 1-9, 2021 | 27 | 2021 |
High-performance Tensor Decompositions for Compressing and Accelerating Deep Neural Networks XY Liu, Y Fang, L Yang, Z Li, A Walid Tensors for Data Processing, 293-340, 2022 | 16 | 2022 |
Parallel -Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation Z Li, T Chen, ZW Hong, A Ajay, P Agrawal International Conference on Machine Learning, 19440-19459, 2023 | 10 | 2023 |
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient Z Li, R Krohn, T Chen, A Ajay, P Agrawal, G Chalvatzaki arXiv preprint arXiv:2406.00681, 2024 | 7 | 2024 |
Stationary Deep Reinforcement Learning with Quantum K-spin Hamiltonian Regularization XY Liu, Z Li, S Wu, X Wang ICLR 2023 Workshop on Physics for Machine Learning, 2023 | 6 | 2023 |
Social learning in Markov games: Empowering autonomous driving X Chen, Z Li, X Di 2022 IEEE Intelligent Vehicles Symposium (IV), 478-483, 2022 | 4 | 2022 |
Homomorphic matrix completion XY Liu, ZS Li, X Wang Advances in Neural Information Processing Systems 35, 12197-12210, 2022 | 2 | 2022 |
Social Learning for Sequential Driving Dilemmas X Chen, X Di, Z Li Games 14 (3), 41, 2023 | 1 | 2023 |