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Huang Kai

2 accepted papers

2023

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning

AAAI 2023technical

Meta-reinforcement learning enables artificial agents to learn from related training tasks and adapt to new tasks efficiently with minimal interaction data. However, most existing research is still limited to narrow task distributions that are parametric and stationary, and does not consider out-of-…

Cited by 16SourcePDFScholar
2023

OctFormer: Efficient Octree-Based Transformer for Point Cloud Compression with Local Enhancement

AAAI 2023technical

Point cloud compression with a higher compression ratio and tiny loss is essential for efficient data transportation. However, previous methods that depend on 3D convolution or frequent multi-head self-attention operations bring huge computations. To address this problem, we propose an octree-based…

Cited by 25SourcePDFScholar