Papers

• Paweł Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone. Learning Neural Search Policies for Classical Planning. Accepted for ICAPS 2020. arXiv:1911.12200
• Paweł Gomoluch, Dalal Alrajeh, Alessandra Russo. Learning Classical Planning Strategies with Policy Gradient. ICAPS 2019
• Paweł Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone. Towards learning domain-independent planning heuristics. Workshop on Architectures for Generality and Autonomy at IJCAI 2017. arXiv:1707.06895

Thesis

• Paweł Gomoluch. Distributed Logic-based Learning in Multi-agent Systems. MSc thesis. PDF