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Jianwang Zhai

3 accepted papers

2026

Emergent Co-Adaptive Strategies in Heterogeneous Multi-Robot Systems Via Meta-Learning

ICRA 2026poster

Abstract— As teamed robots increasingly share public spaces with humans, the ability to co-adapt—to mutually adjust behavior in response to one another—becomes essential for safe, efficient, and socially acceptable operation. This paper introduces a socially co-adaptive framework for heterogeneous m…

Cited by 0Scholar
2026

Topology Matters in RTL Circuit Representation Learning

ICLR 2026poster

Representation learning for register transfer level (RTL) circuits is fundamental to enabling accurate performance, power, and area (PPA) prediction, efficient circuit generation, and retrieval in automated chip design. Unlike general programming languages, RTL is inherently a structured dataflow gr…

Cited by 0SourcecodeScholar
2024

Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning

AAAI 2024technical

Microarchitecture determines the implementation of a microprocessor. Designing a microarchitecture to achieve better performance, power, and area (PPA) trade-off has been increasingly difficult. Previous data-driven methodologies hold inappropriate assumptions and lack more tightly coupling with exp…