Zijia Wang

2 accepted papers

2025

MJPR: Multi-Modal Joint Predictive Representation in Deep Reinforcement Learning

Zehan Wang, Ziming He, Zijia Wang, Hua He, Beiya Yang, Haobin Shi

ICRA 2025

Multi-modal reinforcement learning (RL) has been brought into focus due to its ability to provide complementary information from different sensors, enriching observations of agents. However, the introduction of multi-modal highdimensional observations brings challenges to sample efficiency. There is

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2023

Code-Aware Cross-Program Transfer Hyperparameter Optimization

Zijia Wang, Xiangyu He, Kehan Chen, Chen Lin, Jinsong Su

AAAI 2023technical

Hyperparameter tuning is an essential task in automatic machine learning and big data management. To accelerate tuning, many recent studies focus on augmenting BO, the primary hyperparameter tuning strategy, by transferring information from other tuning tasks. However, existing studies ignore progr…

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