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Zeyu Zheng
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
25502023
Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters
H Zhang, Z Zheng, S Xu, W Dai, Q Ho, X Liang, Z Hu, J Wei, P Xie, ...
2017 USENIX Annual Technical Conference (USENIX ATC 17), 181-193, 2017
4472017
On learning intrinsic rewards for policy gradient methods
Z Zheng, J Oh, S Singh
Advances in Neural Information Processing Systems, 4644-4654, 2018
2252018
Parallelizing sequential graph computations
W Fan, J Xu, Y Wu, W Yu, J Jiang, Z Zheng, B Zhang, Y Cao, C Tian
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
1302017
What Can Learned Intrinsic Rewards Capture?
Z Zheng, J Oh, M Hessel, Z Xu, M Kroiss, H Van Hasselt, D Silver, S Singh
International Conference on Machine Learning, 11436-11446, 2020
982020
Understanding plasticity in neural networks
C Lyle, Z Zheng, E Nikishin, BA Pires, R Pascanu, W Dabney
International Conference on Machine Learning, 23190-23211, 2023
932023
Automated multi-layer optical design via deep reinforcement learning
H Wang, Z Zheng, C Ji, LJ Guo
Machine Learning: Science and Technology 2 (2), 025013, 2021
732021
Generalized Preference Optimization: A Unified Approach to Offline Alignment
Y Tang, ZD Guo, Z Zheng, D Calandriello, R Munos, M Rowland, ...
arXiv preprint arXiv:2402.05749, 2024
652024
Understanding the performance gap between online and offline alignment algorithms
Y Tang, DZ Guo, Z Zheng, D Calandriello, Y Cao, E Tarassov, R Munos, ...
arXiv preprint arXiv:2405.08448, 2024
342024
Disentangling the Causes of Plasticity Loss in Neural Networks
C Lyle, Z Zheng, K Khetarpal, H van Hasselt, R Pascanu, J Martens, ...
arXiv preprint arXiv:2402.18762, 2024
252024
Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations
N Vadori, L Ardon, S Ganesh, T Spooner, S Amrouni, J Vann, M Xu, ...
Mathematical Finance 34 (2), 262-347, 2024
112024
Human Alignment of Large Language Models through Online Preference Optimisation
D Calandriello, D Guo, R Munos, M Rowland, Y Tang, BA Pires, ...
arXiv preprint arXiv:2403.08635, 2024
92024
Adaptive Pairwise Weights for Temporal Credit Assignment
Z Zheng, R Vuorio, R Lewis, S Singh
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 9225-9232, 2022
8*2022
Learning State Representations from Random Deep Action-conditional Predictions
Z Zheng, V Veeriah, R Vuorio, RL Lewis, S Singh
Advances in Neural Information Processing Systems 34, 23679-23691, 2021
62021
Normalization and effective learning rates in reinforcement learning
C Lyle, Z Zheng, K Khetarpal, J Martens, H van Hasselt, R Pascanu, ...
arXiv preprint arXiv:2407.01800, 2024
42024
GrASP: Gradient-Based Affordance Selection for Planning
V Veeriah, Z Zheng, R Lewis, S Singh
arXiv preprint arXiv:2202.04772, 2022
42022
Advances in Deep Reinforcement Learning: Intrinsic Rewards, Temporal Credit Assignment, State Representations, and Value-equivalent Models
Z Zheng
12022
Reinforcement learning using meta-learned intrinsic rewards
Z Zheng, J Oh, SS Baveja
US Patent App. 17/033,410, 2021
12021
Towards Perpetually Trainable Neural Networks
C Lyle, Z Zheng, K Khetarpal, R Pascanu, J Martens, H van Hasselt, ...
Supplementary Material: On Learning Intrinsic Rewards for Policy Gradient Methods
Z Zheng, J Oh, S Singh
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