2 citations · 2 across the 2 of their papers we have counts for
4 papers
FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks
Jun Takahashi, Atsunori Moteki, Akiyoshi Uchida +11
This paper introduces FieldWorkArena, a benchmark for agentic AI targeting real-world field work. With the recent increase in demand for agentic AI, they are built to detect and do…
Ensemble Bayesian Inference: Leveraging Small Language Models to Achieve LLM-level Accuracy in Profile Matching Tasks
Haru-Tada Sato, Fuka Matsuzaki, Jun-ichiro Takahashi
This study explores the potential of small language model(SLM) ensembles to achieve accuracy comparable to proprietary large language models (LLMs). We propose Ensemble Bayesian In…
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM
Ray Ito, Junichiro Takahashi
This paper presents a demonstration of our monster battle game, in which the game agents fight in accordance with their player's language commands. The commands were translated int…
Game Agent Driven by Free-Form Text Command: Using LLM-based Code Generation and Behavior Branch
Ray Ito, Junichiro Takahashi
Several attempts have been made to implement text command control for game agents. However, current technologies are limited to processing predefined format commands. This paper pr…