Sravan Jayanthi

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CoRL (2) EMNLP (1)

Top co-authors

Daniel Martin (2) Matthew Gombolay (2) Letian Chen (2) Ezra Ameperosa (1) Graham Neubig (1) Taylor Keith Del Matto (1) Viacheslav Zakharov (1) Masahiro Ono (1) Zulfiqar Haider Zaidi (1) Erik Scarlatescu (1)

Research topics

Artificial Intelligence (3) Machine Learning (2) Learning Paradigms (2) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1)

Keywords

offline reinforcement learning (1) path planning (1) question answering (1) multimodal learning (1) question generation (1) inverse reinforcement learning (1) synthetic data generation (1) reward learning (1) lifelong learning (1) learning from demonstration (1) synthetic data (1) large multimodal model (1) fast adaptation (1) retrieval-augmented generation (1) policy distillation (1) large language model (1) multimodal retrieval-augmented generation (1) policy mixture (1) heterogeneous demonstration (1)

Papers

Synthetic Multimodal Question Generation EMNLP 2024 DROID: Learning from Offline Heterogeneous Demonstrations via Reward-Policy Distillation CoRL 2023 Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CoRL 2022