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2303.11366
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Reflexion: Language Agents with Verbal Reinforcement Learning
Neural Information Processing Systems (NeurIPS), 2023
20 March 2023
Noah Shinn
Federico Cassano
Beck Labash
A. Gopinath
Karthik Narasimhan
Shunyu Yao
LLMAG
KELM
Re-assign community
ArXiv (abs)
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HuggingFace (5 upvotes)
Papers citing
"Reflexion: Language Agents with Verbal Reinforcement Learning"
50 / 1,268 papers shown
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674
45
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11 Dec 2023
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning
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Tianmin Shu
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331
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255
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231
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Towards Knowledge-driven Autonomous Driving
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Yeqi Bai
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409
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248
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217
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184
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174
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412
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188
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0
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LLM-Assisted Code Cleaning For Training Accurate Code Generators
International Conference on Learning Representations (ICLR), 2023
Naman Jain
Tianjun Zhang
Wei-Lin Chiang
Joseph E. Gonzalez
Koushik Sen
Ion Stoica
185
43
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25 Nov 2023
Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Zihao Zhou
Bin-Bin Hu
Chenyang Zhao
Pu Zhang
Yinan Han
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520
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0
22 Nov 2023
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...
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Yutao Xie
LM&MA
211
5
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21 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
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...
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LLMAG
LM&Ro
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363
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20 Nov 2023
Meta Prompting for AI Systems
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LLMAG
292
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Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities
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368
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KELM
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405
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ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
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Zefan Cai
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...
Yujia Qin
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330
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294
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250
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298
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228
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266
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A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
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224
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CPopQA: Ranking Cultural Concept Popularity by LLMs
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202
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GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
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...
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LLMAG
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388
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13 Nov 2023
Past as a Guide: Leveraging Retrospective Learning for Python Code Completion
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182
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Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision
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285
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207
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134
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279
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187
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222
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168
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458
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