5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems
London, UK, 29/05/2023–02/06/2023
The 5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS) runs since 2019, and is a well-established workshop and forum. It aims to discuss and disseminate research on explainable artificial intelligence, with a particular focus on intra/inter-agent explainability and cross-disciplinary perspectives. In its 5th edition, EXTRAAMAS 2023 identifies four particular focus topics with the ultimate goal of strengthening cutting-edge foundational and applied research. |
| (topics of interest) |
- Track1: XAI in symbolic and subsymbolic AI
- XAI for Machine learning
- Explainable neural networks
- Symbolic knowledge injection or extraction
- Neuro-symbolic computation
- Computational logic for XAI
- Multi-agent architectures for XAI
- Surrogate models for sub-symbolic predictors
- Explainable planning (XAIP)
- XAI evaluation
- Track3: Explainable Robots and Practical Applications
- Explainable remote robots
- Explainability and embodiment
- Practical XAI applications
- Emotions in XAI
- Perception in XAI
- Human-Robot Interaction (HRI) studies
- Communication and reception of explanations
- Agent simulations and XAI
- Track2: XAI in negotiation and conflict resolution
- Explainable conflict resolution techniques/frameworks
- Explainable negotiation protocols and strategies
- Explainable recommendation systems
- Trustworthy voting mechanisms
- Argumentation for explaining the process itself
- Argumentation for explaining and supporting the potential outcomes
- Explainable user/agent profiling (e.g., learning user's preferences or strategies)
- User studies and assessment of the aforementioned approaches
- Applications (virtual coaches, robots, IoT)
- Track4: (X)AI in Law, and Ethics
- XAI in AI & Law
- Fair AI
- XAI & Machine Ethics
- Bias reduction
- Deception and XAI
- Persuasive technologies and XAI
- Nudging and XAI
- Legal issues of XAI
- Liability and XAI
- XAI, Transparency, and the Law
- Enforceability and XAI
- Culture-aware systems and XAI
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