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Idan Shenfeld
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2020 – today
- 2024
- [c3]Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal:
Curiosity-driven Red-teaming for Large Language Models. ICLR 2024 - [i7]Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal:
Curiosity-driven Red-teaming for Large Language Models. CoRR abs/2402.19464 (2024) - [i6]Lars Ankile, Anthony Simeonov, Idan Shenfeld, Pulkit Agrawal:
JUICER: Data-Efficient Imitation Learning for Robotic Assembly. CoRR abs/2404.03729 (2024) - [i5]Seungwook Han, Idan Shenfeld, Akash Srivastava, Yoon Kim, Pulkit Agrawal:
Value Augmented Sampling for Language Model Alignment and Personalization. CoRR abs/2405.06639 (2024) - [i4]Lars Ankile, Anthony Simeonov, Idan Shenfeld, Marcel Torne, Pulkit Agrawal:
From Imitation to Refinement - Residual RL for Precise Visual Assembly. CoRR abs/2407.16677 (2024) - [i3]Shachar Don-Yehiya, Ben Burtenshaw, Ramón Fernandez Astudillo, Cailean Osborne, Mimansa Jaiswal, Tzu-Sheng Kuo, Wenting Zhao, Idan Shenfeld, Andi Peng, Mikhail Yurochkin, Atoosa Kasirzadeh, Yangsibo Huang, Tatsunori Hashimoto, Yacine Jernite, Daniel Vila-Suero, Omri Abend, Jennifer Ding, Sara Hooker, Hannah Rose Kirk, Leshem Choshen:
The Future of Open Human Feedback. CoRR abs/2408.16961 (2024) - [i2]Mehul Damani, Idan Shenfeld, Andi Peng, Andreea Bobu, Jacob Andreas:
Learning How Hard to Think: Input-Adaptive Allocation of LM Computation. CoRR abs/2410.04707 (2024) - 2023
- [c2]Idan Shenfeld, Zhang-Wei Hong, Aviv Tamar, Pulkit Agrawal:
TGRL: An Algorithm for Teacher Guided Reinforcement Learning. ICML 2023: 31077-31093 - [i1]Idan Shenfeld, Zhang-Wei Hong, Aviv Tamar, Pulkit Agrawal:
TGRL: An Algorithm for Teacher Guided Reinforcement Learning. CoRR abs/2307.03186 (2023) - 2021
- [c1]Ron Dorfman, Idan Shenfeld, Aviv Tamar:
Offline Meta Reinforcement Learning - Identifiability Challenges and Effective Data Collection Strategies. NeurIPS 2021: 4607-4618
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