Search Results for author: Kaiqu Liang

Found 4 papers, 1 papers with code

Who Plays First? Optimizing the Order of Play in Stackelberg Games with Many Robots

no code implementations14 Feb 2024 Haimin Hu, Gabriele Dragotto, Zixu Zhang, Kaiqu Liang, Bartolomeo Stellato, Jaime F. Fisac

To solve the problem, we introduce Branch and Play (B&P), an efficient and exact algorithm that provably converges to a socially optimal order of play and its Stackelberg equilibrium.

Trajectory Planning valid

Introspective Planning: Guiding Language-Enabled Agents to Refine Their Own Uncertainty

no code implementations9 Feb 2024 Kaiqu Liang, Zixu Zhang, Jaime Fernández Fisac

Large language models (LLMs) exhibit advanced reasoning skills, enabling robots to comprehend natural language instructions and strategically plan high-level actions through proper grounding.

Conformal Prediction Hallucination +2

Simple Baselines for Interactive Video Retrieval with Questions and Answers

1 code implementation ICCV 2023 Kaiqu Liang, Samuel Albanie

To date, the majority of video retrieval systems have been optimized for a "single-shot" scenario in which the user submits a query in isolation, ignoring previous interactions with the system.

Question Answering Retrieval +1

Path Independent Equilibrium Models Can Better Exploit Test-Time Computation

no code implementations18 Nov 2022 Cem Anil, Ashwini Pokle, Kaiqu Liang, Johannes Treutlein, Yuhuai Wu, Shaojie Bai, Zico Kolter, Roger Grosse

Designing networks capable of attaining better performance with an increased inference budget is important to facilitate generalization to harder problem instances.

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