Scholar
Hadi Nekoei
Google Scholar ID: 7THNjzQAAAAJ
Mila, University of Montreal
Citations & Impact
Citations
265
H-index
8
i10-index
6
Publications
12
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- 2024: 'Fairness Incentives in Response to Unfair Dynamic Pricing', presented at ESIF Economics and AI+ML Meeting
- 2023: 'Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning', presented at CoLLAs 2023 and ICLR 2022 Workshop
- 2023: 'DEUP: Direct Epistemic Uncertainty Prediction', published in Transactions on Machine Learning Research (TMLR), co-authored with Yoshua Bengio
- 2021: 'Continuous Coordination As a Realistic Scenario for Lifelong Learning', presented at ICML 2021 (NERL Workshop Spotlight) and ICLR 2021; proposed the Lifelong Hanabi benchmark
- 2020: 'The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning', published at NeurIPS; introduced the LoCA regret metric
- Contributed to 'Algorithmic Analysis and Improvements in Multi-Agent Reinforcement Learning in Partially Observable Setting', introducing Multi Strategy LOLA
Background
- Final-year PhD candidate at Mila and the University of Montreal, supervised by Sarath Chandar
- Research focuses on studying fundamental principles of human intelligence by building agents that adapt to new situations and collaborate with diverse partners, aiming to develop cooperative intelligence
- Specializes in Cooperative Multi-agent, Offline, and Model-based Reinforcement Learning, and Lifelong Learning
- Has closely collaborated with Yoshua Bengio and Aditya Mahajan
- Research supported by NSERC and FRQNT
