ServiceNow AI Research

Dheeraj Vattikonda

Dheeraj Vattikonda

Visiting Researcher

AI Frontier Research

Dheeraj is a visiting researcher at ServiceNow Research and a research master’s student in Computer Science (Thesis) at McGill University, Mila, under the supervision of Prof. Xue (Steve) Liu. Prior to joining McGill, he interned at McGill, focusing on Robot Perception, particularly in Simultaneous Localization and Mapping (SLAM).

Interests
  • Multimodal Models
  • Reinforcement Learning
  • Large Language Models
  • Diffusion Models

Publications

How to Train Your LLM Web Agent: A Statistical Diagnosis. Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza, Hadi Nekoei, Thibault Le Sellier De Chezelles, Megh Thakkar, Nicolas Gontier, Miguel Muñoz-Mármol, Sahar Omidi Shayegan, Stefania Raimondo, Xue Steve Liu, Alexandre Drouin, Alexandre Piche, Alexandre Lacoste, Massimo Caccia. At Neural Information Processing Systems (NeurIPS),  2025.

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How to Train Your LLM Web Agent: A Statistical Diagnosis (Oral). Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza, Hadi Nekoei, Thibault Le Sellier De Chezelles, Megh Thakkar, Nicolas Gontier, Miguel Muñoz-Mármol, Sahar Omidi Shayegan, Stefania Raimondo, Xue Steve Liu, Alexandre Drouin, Alexandre Piche, Alexandre Lacoste, Massimo Caccia. At Workshop at the International Conference of Machine Learning (ICML),  2025.

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