Zichuan Liu

activity

20162023

most citedSpatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction

34 citations · 115 across the 15 of their papers we have counts for

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Showing cs.MAShow all

2 papers · 1 filter

cs.MA2023★ 2 cited

Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning

Qingpeng Zhao, Yuanyang Zhu, Zichuan Liu +2

In cooperative multi-agent reinforcement learning (MARL), the environmental stochasticity and uncertainties will increase exponentially when the number of agents increases, which p…

cs.MA2023

N $A^{2}$ Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning

Zichuan Liu, Yuanyang Zhu, Chunlin Chen

Value decomposition is widely used in cooperative multi-agent reinforcement learning, however, its implicit credit assignment mechanism is not yet fully understood due to black-box…

Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning

NA2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning

N $A^{2}$ Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning