Title
Adaptive Stress Testing Black-Box LLM Planners Neeloy Chakraborty John Pohovey Melkior Ornik Katherine Driggs-Campbell 23 0 0 08 May 2025
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner Jinglong Gao Xiao Ding Yiming Cui Jianbai Zhao Hepeng Wang Ting Liu Bing Qin KELM CLL 24 3 0 12 Jul 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models Zhanyue Qin Haochuan Wang Deyuan Liu Ziyang Song Cunhang Fan ... Zhen Lei Zhiying Tu Dianhui Chu Xiaoyan Yu Dianbo Sui ELM LRM 54 1 0 24 Jun 2024
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies Junlin Wang Siddhartha Jain Dejiao Zhang Baishakhi Ray Varun Kumar Ben Athiwaratkun 30 19 0 10 Jun 2024
Towards Dialogues for Joint Human-AI Reasoning and Value Alignment Elfia Bezou-Vrakatseli O. Cocarascu Sanjay Modgil 30 0 0 28 May 2024
Attaining Human`s Desirable Outcomes in Human-AI Interaction via Structural Causal Games Anjie Liu Jianhong Wang Haoxuan Li Xu Chen Jun Wang Samuel Kaski Mengyue Yang 38 0 0 26 May 2024
On the Importance of Uncertainty in Decision-Making with Large Language Models Nicolò Felicioni Lucas Maystre Sina Ghiassian K. Ciosek LLMAG 26 2 0 03 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 54 9 0 25 Mar 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization Wenqi Zhang Ke Tang Hai Wu Mengna Wang Yongliang Shen Guiyang Hou Zeqi Tan Peng Li Y. Zhuang Weiming Lu LLMAG 25 33 0 27 Feb 2024
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening Chengguang Gan Qinghao Zhang Tatsunori Mori 18 18 0 16 Jan 2024
Mutual Enhancement of Large Language and Reinforcement Learning Models through Bi-Directional Feedback Mechanisms: A Planning Case Study Shangding Gu LLMAG 25 0 0 12 Jan 2024
INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges J. Pereira Andre Assumpcao J. Trecenti Luiz Airosa Caio Lente Jhonatan Cléto Guilherme Dobins Rodrigo Nogueira Luis Mitchell R. Lotufo 28 2 0 10 Jan 2024
LLMs for Robotic Object Disambiguation Connie Jiang Yiqing Xu David Hsu LM&Ro 22 1 0 07 Jan 2024
LDM $^2$ : A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement Xingjin Wang Linjing Li D. Zeng 16 0 0 13 Dec 2023
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models Xue Yan Yan Song Xinyu Cui Filippos Christianos Haifeng Zhang D. Mguni Jun Wang LRM 101 5 0 27 Oct 2023
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 8 37 0 16 Oct 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 30 19 0 23 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 39 1,088 0 22 Aug 2023
Testing the Depth of ChatGPT's Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5's Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking David Bayani MLLM 24 5 0 28 Jul 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 148 0 07 Mar 2023
Structured State Space Models for In-Context Reinforcement Learning Chris Xiaoxuan Lu Yannick Schroecker Albert Gu Emilio Parisotto Jakob N. Foerster Satinder Singh Feryal M. P. Behbahani AI4TS 84 80 0 07 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 112 616 0 22 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 15 24 0 20 Sep 2021