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Shunyu Yao
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ReAct: Synergizing reasoning and acting in language models
S Yao, J Zhao, D Yu, N Du, I Shafran, K Narasimhan, Y Cao
ICLR 2023, 2022
9512022
Tree of thoughts: Deliberate problem solving with large language models
S Yao, D Yu, J Zhao, I Shafran, TL Griffiths, Y Cao, K Narasimhan
NeurIPS 2023, 2023
8492023
Reflexion: Language Agents with Verbal Reinforcement Learning
N Shinn, B Cassano, Federico Labash, A Gopinath, K Narasimhan, S Yao
NeurIPS 2023, 2023
580*2023
3D-aware Scene Manipulation via Inverse Graphics
S Yao, TMH Hsu, JY Zhu, J Wu, A Torralba, WT Freeman, JB Tenenbaum
NeurIPS 2018, 2018
2572018
WebShop: Towards Scalable Real-world Web Interaction with Grounded Language Agents
S Yao, H Chen, J Yang, K Narasimhan
NeurIPS 2022, 2022
1382022
Keep CALM and Explore: Language Models for Action Generation in Text-based Games
S Yao, R Rao, M Hausknecht, K Narasimhan
EMNLP 2020, 2020
992020
Modeling expectation violation in intuitive physics with coarse probabilistic object representations
K Smith, L Mei, S Yao, J Wu, E Spelke, J Tenenbaum, T Ullman
NeurIPS 2019, 2019
802019
Cognitive Architectures for Language Agents
S Yao, T Sumers, K Narasimhan, TL Griffiths
TMLR 2024, 2023
76*2023
Self-attention networks can process bounded hierarchical languages
S Yao, B Peng, C Papadimitriou, K Narasimhan
ACL 2021, 2021
632021
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
CE Jimenez, J Yang, A Wettig, S Yao, K Pei, O Press, K Narasimhan
ICLR 2024, 2023
492023
Embers of autoregression: Understanding large language models through the problem they are trained to solve
RT McCoy, S Yao, D Friedman, M Hardy, TL Griffiths
arXiv preprint arXiv:2309.13638, 2023
402023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
J Yang, A Prabhakar, K Narasimhan, S Yao
NeurIPS 2023 Datasets and Benchmarks Track, 2023
352023
Fireact: Toward language agent fine-tuning
B Chen, C Shu, E Shareghi, N Collier, K Narasimhan, S Yao
arXiv preprint arXiv:2310.05915, 2023
302023
Tvshowguess: Character comprehension in stories as speaker guessing
Y Sang, X Mou, M Yu, S Yao, J Li, J Stanton
NAACL 2022, 2022
222022
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents
S Yao, K Narasimhan, M Hausknecht
NAACL 2021, 2021
222021
Multi-stage episodic control for strategic exploration in text games
J Tuyls, S Yao, S Kakade, K Narasimhan
ICLR 2022, 2022
172022
Linking Emergent and Natural Languages via Corpus Transfer
S Yao, M Yu, Y Zhang, KR Narasimhan, JB Tenenbaum, C Gan
ICLR 2022, 2022
112022
Os-copilot: Towards generalist computer agents with self-improvement
Z Wu, C Han, Z Ding, Z Weng, Z Liu, S Yao, T Yu, L Kong
arXiv preprint arXiv:2402.07456, 2024
92024
Collie: Systematic construction of constrained text generation tasks
S Yao, H Chen, AW Hanjie, R Yang, K Narasimhan
ICLR 2024, 2023
92023
The fine structure of surprise in intuitive physics: when, why, and how much?
K Smith, L Mei, S Yao, J Wu, ES Spelke, J Tenenbaum, TD Ullman
CogSci 2020, 2020
92020
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