Extended CFP: Explainable Sequential Decision Making (XAI-2025)
Submit your research to the Explainable Sequential Decision Making track at XAI-2025, focusing on explainable autonomous agents and decision-making processes.
The 3rd World Conference on eXplainable Artificial Intelligence (XAI-2025) is now accepting submissions for the special track on Explainable Sequential Decision Making. The conference will take place in Istanbul, Turkey from July 9-11, 2025.
This track focuses on explainable autonomous agents that make sequential decisions, including planning, reinforcement learning, and multi-agent systems. Topics of interest include:
- Explainable (classical) planning
- Explainable online search
- Explainable and interpretable reinforcement learning
- Causal inference in decision sequences
- Explainable multi-agent systems
- Evaluation methods and metrics for explainable agents
- Human-centered evaluation of explainable sequential decision-making models
- Policy or plan summarization and visualization
- Explanations through state or feature importance
- Explanations through counterfactuals for plans or policies
- Explainable multi-objective planning/scheduling
- User interfaces for sequential decision-making XAI
- Interactive explanations and explanatory dialogue
- Explainability for embodied systems/robotics
- Formal foundations of explainable agency
- Contestability of (semi-)automated decisions
- Practical applications for XAI in goal-oriented tasks
- Sequential decision-making approaches as models of explanatory dialogue with users
For more information, visit the conference website.
Tags: Explainable AI, Sequential Decision Making, XAI-2025, Autonomous Agents, Reinforcement Learning, Multi-Agent Systems, Planning