posted by system || 7105 views || tracked by 13 users: [display]

AAAI Spring Symposium 2011 : AAAI 2011 Spring Symposium - Help Me Help You: Bridging the Gaps in Human-Agent Collaboration


When Mar 21, 2011 - Mar 23, 2011
Where San Francisco, CA
Submission Deadline Oct 20, 2010
Notification Due Nov 15, 2010
Categories    artifical intelligence   agents   robotics   human-agent interaction

Call For Papers

From traffic lights to household cleaning robots, automation is a ubiquitous and growing aspect of our lives. However, the transition from automation to agency, where a software or robotic agent conducts a role and has the responsibility that might have once been only trusted to a human, is still lagging. Currently, the scope of most intelligent agent systems is limited to specific domains, specific configurations, and specific operating conditions. To move ahead, we must address several gaps in order to advance to human-agent collaboration. These include:

• Understanding Objectives: An agent may not know the desires of the user, because (a) there isn’t a language to convey it, (b) a language would be too complex or (c) the user may not know what they want until they see a solution. In addition, the agent may not be able to convey its objectives to the human. For example, consider the barriers to creating an autonomous agent that would book flights instead of simply gathering and displaying flight data.

• Adapting to Context: An agent may be required to understand and adapt to general aspects of the state of the world outside the basic scope of its task. In addition, it should adapt given the objectives and goals mentioned above. For example, consider a route-planning agent that would not just consider current traffic conditions but anticipate how sporting events or upcoming weather phenomena would affect solutions.

• Collaborative Computation: There are many problems, such as coordination of rescue and recovery efforts after a disaster, where generating a solution is too complex for an intelligent agent to generate a reasonable solution. There may be collaborations where, with human guidance, intelligent agents can be created to improve performance when partnered with human actors.

The aim of this symposium is to begin to form a community of researchers working on different aspects of the problem. The Agents and AI communities have tackled this problem from the agents’ point of view, while the Intelligent User Interfaces community has begun to address this problem from the human’s point of view. By bringing together researchers from these and other communities, we can foster collaborations to share accomplishments so far, identify common issues and challenges, compare architectures and propose directions to move forward.

Related Resources

AAAI 2022   The Thirty-Sixth AAAI Conference on Artificial Intelligence
JCRAI 2022-Ei Compendex & Scopus 2022   2022 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2022)
AAAI-MAKE 2022   AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence
EI-ISoIRS 2022   2022 3rd International Symposium on Intelligent Robotics and Systems (ISoIRS 2022)
FL-AAAI 2022   International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022
RiE 2022   13th International Conference on Robotics in Education
SpAcHD 2022   International Spring Academy for Docotral Students in Heidelberg, Germany in March 2022
IARCE 2022   2022 6th International Conference on Industrial Automation, Robotics and Control Engineering (IARCE 2022)
SDU@AAAI 2022   The AAAI-22 Workshop on Scientific Document Understanding
MLAIJ 2022   Machine Learning and Applications: An International Journal