Planning for goal-oriented dialogue systems

C Muise, T Chakraborti, S Agarwal, O Bajgar… - arXiv preprint arXiv …, 2019 - arxiv.org
Generating complex multi-turn goal-oriented dialogue agents is a difficult problem that has
seen a considerable focus from many leaders in the tech industry, including IBM, Google …

–d3wa+–a case study of xaip in a model acquisition task for dialogue planning

S Sreedharan, T Chakraborti, C Muise… - Proceedings of the …, 2020 - ojs.aaai.org
Recently, the D3WA system was proposed as a paradigm shift in how complex goal-oriented
dialogue agents can be specified by taking a declarative view of design. However, it turns …

D3BA: a tool for optimizing business processes using non-deterministic planning

T Chakraborti, S Agarwal, Y Khazaeni, Y Rizk… - … Workshops: BPM 2020 …, 2020 - Springer
This paper builds on recent work in the declarative design of dialogue agents and proposes
an exciting new tool–D3BA (Declarative Design for Digital Business Automation)–to …

Foundations of Human-Aware Explanations for Sequential Decision-Making Problems

S Sreedharan - 2022 - search.proquest.com
Abstract Recent breakthroughs in Artificial Intelligence (AI) have brought the dream of
developing and deploying complex AI systems that can potentially transform everyday life …

Towards an extended pomdp planning approach with adjoint action model for robotic task

S Yang, X Mao, W Liu - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
In real-world environments, robotic task planning is expected to handle both partial
observability and unexpected dynamics of the environment. A robust plan for the task …

Towards adjoint sensing and acting schemes and interleaving task planning for robust robot plan

S Yang, X Mao, S Wang, H Xiao… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Robots operating in open environments expect to have robust plans to achieve tasks
successfully under environment uncertainties. However, both partial observability and …

D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning

V Isahagian - … : BPM 2020 International Workshops, Seville, Spain …, 2021 - books.google.com
This paper builds on recent work in the declarative design of dialogue agents and proposes
an exciting new tool–D3BA (Declarative Design for Digital Business Automation)–to …

[PDF][PDF] Sarath Sreedharan1· Tathagata Chakraborti2· Christian Muise3

Y Khazaeni, S Kambhampati - 2020 - yochan-lab.github.io
Recently, the D3WA system was proposed as a paradigm shift in how complex goal-oriented
dialogue agents can be specified by taking a declarative view of design. However, it turns …

[PDF][PDF] MAi: An Interface for Declarative Specification of Goal-Directed Dialogue Agents

The state of the art of dialogue agents requires a lengthy design process spanning months
with experts in the loop who specify complex conversation patterns manually. Our work …