47 citations · 74 across the 7 of their papers we have counts for
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cs.LG2023
One is More: Diverse Perspectives within a Single Network for Efficient DRL
Yiqin Tan, Ling Pan, Longbo Huang
Deep reinforcement learning has achieved remarkable performance in various domains by leveraging deep neural networks for approximating value functions and policies. However, using…
cs.AI2023★ 1 cited
Improving Generalization and Data Efficiency with Diffusion in Offline Multi-agent RL
Zhuoran Li, Ling Pan, Jiatai Huang +1
We present a novel Diffusion Offline Multi-agent Model (DOM2) for offline Multi-Agent Reinforcement Learning (MARL). Different from existing algorithms that rely mainly on conserva…