Tri-global Solutions Group Inc.

Researcher

• Conduct research on the computational and machine learning aspects of human-robot interaction
• Apply foundation models to human-robot interaction, focusing on human-robot collaboration and robotic manipulation
• Research novel approaches for efficiently learning how humans and robots collaborate
• Develop AI approaches and embodied interactive policies for novel human interactions
• Perform research and publish on relevant topics in venues such as ICRA, CVPR, NeurIPS, and HRI
• Explore computational and cognitive phenomena to understand, predict, and interact with humans
• Work with researchers to create new approaches
• Take approaches from inception and ideation through validation
• Work on a specific research sub-area toward top-tier conference publications

Postdoctoral Researcher, Human Aware Interaction Learning

AI Research Scientist

• Perform research and publish in relevant venues, including NeurIPS, ICML, ICLR, CLeaR, UAI, COLM, ACL, EMNLP, or TMLR
• Take ownership of the project from inception and ideation through validation of developed methods
• Collaborate cross-functionally with machine learning, behavioral, and social scientists
• Research and develop generative AI technology for understanding human behavior
• Study causal reasoning in language-based generative machine learning models
• Develop methods for testing and improving causal reasoning
• Engage in strategy discussions connecting research to business impact at Toyota

Postdoctoral Researcher, Human Aware Interaction Learning

Human-Centered AI Research Intern, Causal Reasoning Models