Roberta Răileanu

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques, Artificial Intelligence in Games, Adversarial Robustness in Machine Learning

Most-Cited Works

• → Toolformer: Language Models Can Teach Themselves to Use Tools(2023)370 cited
• → Challenges and Applications of Large Language Models(2023)172 cited
• → Chain-of-Verification Reduces Hallucination in Large Language Models(2024)153 cited
• → Augmented Language Models: a Survey(2023)140 cited
• → Modeling Others using Oneself in Multi-Agent Reinforcement Learning(2018)68 cited
• → Open-Ended Learning Leads to Generally Capable Agents(2021)54 cited
• → Automatic Data Augmentation for Generalization in Deep Reinforcement Learning(2020)52 cited
• → Learning with AMIGo: Adversarially Motivated Intrinsic Goals(2020)48 cited
• → The NetHack Learning Environment(2020)40 cited