1 citations · 1 across the 3 of their papers we have counts for
4 papers
Translating the Translator: Decomposing the Cost of English-Forced Inter-Agent Communication
Kushagra Agrawal, Yuming Feng, Man-Fai Leung
Multi-agent LLM architectures, such as LangChain and AutoGen, largely assume English as the lingua franca for internal inter-agent communication, even when the end-user task is non…
Optimization of Latent-Space Compression using Game-Theoretic Techniques for Transformer-Based Vector Search
Kushagra Agrawal, Nisharg Nargund, Oishani Banerjee
Vector similarity search plays a pivotal role in modern information retrieval systems, especially when powered by transformer-based embeddings. However, the scalability and efficie…
MOHAF: A Multi-Objective Hierarchical Auction Framework for Scalable and Fair Resource Allocation in IoT Ecosystems
Kushagra Agrawal, Polat Goktas, Anjan Bandopadhyay +3
The rapid growth of Internet of Things (IoT) ecosystems has intensified the challenge of efficiently allocating heterogeneous resources in highly dynamic, distributed environments.…
Neural Orchestration for Multi-Agent Systems: A Deep Learning Framework for Optimal Agent Selection in Multi-Domain Task Environments
Kushagra Agrawal, Nisharg Nargund
Multi-agent systems (MAS) are foundational in simulating complex real-world scenarios involving autonomous, interacting entities. However, traditional MAS architectures often suffe…