WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting

1 code implementation • 1 May 2024 • Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen

We evaluate five existing ReAct agents on WorkBench, finding they successfully complete as few as 3% of tasks (Llama2-70B), and just 43% for the best-performing (GPT-4).

CuratorNet: Visually-aware Recommendation of Art Images

1 code implementation • 9 Sep 2020 • Pablo Messina, Manuel Cartagena, Patricio Cerda-Mardini, Felipe del Rio, Denis Parra

Although there are several visually-aware recommendation models in domains like fashion or even movies, the art domain lacks thesame level of research attention, despite the recent growth of the online artwork market.

Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism

no code implementations • WS 2020 • Patricio Cerda-Mardini, Vladimir Araujo, Alvaro Soto

We propose a multi-head attention mechanism as a blending layer in a neural network model that translates natural language to a high level behavioral language for indoor robot navigation.

Robot Navigation