94 citations · 174 across the 12 of their papers we have counts for
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cs.CV2022★ 13 cited
Balanced Multimodal Learning via On-the-fly Gradient Modulation
Xiaokang Peng, Yake Wei, Andong Deng +2
Multimodal learning helps to comprehensively understand the world, by integrating different senses. Accordingly, multiple input modalities are expected to boost model performance,…
cs.LG2022★ 2 cited
Rényi State Entropy for Exploration Acceleration in Reinforcement Learning
Mingqi Yuan, Man-on Pun, Dong Wang
One of the most critical challenges in deep reinforcement learning is to maintain the long-term exploration capability of the agent. To tackle this problem, it has been recently pr…