Papers
Empowering LLMs with Symbolic Representation and Reasoning
Fengxiang Cheng
Interpretable Adversarial Reinforcement Learning
Oliver Chang
Eliciting Causal Knowledge from Agents
Matteo Ceriscioli
Specification-Guided Reinforcement Learning
Tanmay Ambadkar
Discovering Hybrid World Representations with Co-Evolving Foundation Models
Jiajun Wu, Yunzhi Zhang, Hong-Xing Yu et al.
On the Dataless Training of Neural Networks
Alvaro Velasquez, Susmit Jha, Ismail R. Alkhouri
Machine Learning Models Assisting the Development of Antibody Therapeutics and Vaccines – an Emerging Trend
Felipe Leno da Silva, Mikel Landajuela, Edwin A. Saada et al.
Toward Artificial Metacognition
Paulo Shakarian
Multi-Objective Search: Algorithms, Applications, and Emerging Directions
Oren Salzman, Carlos Hernández Ulloa, Ariel Felner et al.
AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring
Scarlett Raine, Tobias Fischer
Towards a Common Framework for Autoformalization
Agnieszka Mensfelt, David Tena Cucala, Santiago Franco et al.
Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges
Yi-Chieh Lee, Junti Zhang, Tianqi Song et al.
The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going?
Vaishak Belle, Gary Marcus
Explanations for Sequential Decision-Making – an Overview
Hendrik Baier, Mark T. Keane, Sarath Sreedharan et al.
Model AI Assignments 2026
Todd W. Neller, Steve Geinitz, Kevin Wang et al.
TacpAgent: Enhancing Student Engagement in Classroom Exercises Through LLM-Generated Feedback
Wanlu Zhang, Jia Zhu, Xi Yang et al.
Context Selection and Rewriting for Video-based Educational Question Generation
Mengxia Yu, Bang Nguyen, Olivia Zino et al.
SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations
Eric Xie, Danielle Waterfield, Michael Kennedy et al.
AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition
Yun Wang, Zhaojun Ding, Xuansheng Wu et al.