4 citations · 8 across the 4 of their papers we have counts for
5 papers
Strategic Communication under Threat: Learning Information Trade-offs in Pursuit-Evasion Games
Valerio La Gatta, Dolev Mutzari, Sarit Kraus +1
Adversarial environments require agents to navigate a key strategic trade-off: acquiring information enhances situational awareness, but may simultaneously expose them to threats.…
Multi-Object Active Search and Tracking by Multiple Agents in Untrusted, Dynamically Changing Environments
Mingi Jeong, Cristian Molinaro, Tonmoay Deb +5
This paper addresses the problem of both actively searching and tracking multiple unknown dynamic objects in a known environment with multiple cooperative autonomous agents with pa…
Higher Layers Need More LoRA Experts
Chongyang Gao, Kezhen Chen, Jinmeng Rao +7
Parameter-efficient tuning (PEFT) techniques like low-rank adaptation (LoRA) offer training efficiency on Large Language Models, but their impact on model performance remains limit…
Improving Performance of heavily loaded agents
Fatma Ozcan, VS Subrahmanian, Juergen Dix
With the increase in agent-based applications, there are now agent systems that support \emph{concurrent} client accesses. The ability to process large volumes of simultaneous requ…
Probabilistic Agent Programs
Juergen Dix, Mirco Nanni, VS Subrahmanian
Agents are small programs that autonomously take actions based on changes in their environment or ``state.'' Over the last few years, there have been an increasing number of effort…