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Research Associate
Group Involvement, NEC Laboratories Europe
Human-Centric AI
Research Interests
- Interpretable Machine Learning
- Applied AI Engineering
Publications
- Ashish Rana, Michael Oesterle, and Jannik Brinkmann. GOV-REK: Governed Reward Engineering Kernels for Designing Robust Multi-Agent Reinforcement Learning Systems (Extended Abstract). International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2024.
- Ashish Rana, Pujit Golchha, Roni Juntunen, Andreea Coaja, Ahmed Elzamarany, Chia-Chien Hung, and Simone Paolo Ponzetto. LeviRank: Limited Query Expansion with Voting Integration for Document Retrieval and Ranking. Touché Argument Retrieval Workshop (CLEF Workshop), 2022.
- Ashish Rana, Deepanshu Khanna, Tirthankar Ghosal, Muskaan Singh, Harpreet Singh, and Prashant Singh Rana. RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification. Scientific Document Understanding Workshop SDU@AAAI-22 (AAAI Workshop), 2022.