Weichao Mao

activity

20202025

most citedModel-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control

9 citations · 23 across the 11 of their papers we have counts for

collaborators

Showing 2024Show all

3 papers · 1 filter

cs.GT2024

$O (T^{- 1})$ Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games

Weichao Mao, Haoran Qiu, Chen Wang +3

No-regret learning has a long history of being closely connected to game theory. Recent works have devised uncoupled no-regret learning dynamics that, when adopted by all the playe…

eess.SY2024

Decision Transformer as a Foundation Model for Partially Observable Continuous Control

Xiangyuan Zhang, Weichao Mao, Haoran Qiu +1

Closed-loop control of nonlinear dynamical systems with partial-state observability demands expert knowledge of a diverse, less standardized set of theoretical tools. Moreover, it…

cs.DC2024★ 4 cited

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction

Haoran Qiu, Weichao Mao, Archit Patke +7

Large language models (LLMs) have been driving a new wave of interactive AI applications across numerous domains. However, efficiently serving LLM inference requests is challenging…

O(T−1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games

Decision Transformer as a Foundation Model for Partially Observable Continuous Control

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction

$O (T^{- 1})$ Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games