AI Agent - arXivDaily 专题

2107.12416 2024-05-06 eess.SY cs.AI cs.LG cs.SY math.OC 62%

Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent

Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments The arxiv version contains proofs of Lemma 3 and Lemma 5, which are missing in the published version

2404.18978 2024-05-01 cs.LG cs.AI cs.CY 62%

Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs

Bahar Radmehr, Adish Singla, Tanja Käser

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted as a full paper at EDM 2024: The 17th International Conference on Educational Data Mining, 14-17 of July 2024, Atlanta

2404.15923 2024-04-25 cs.AI cs.CL 62%

KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

Jack Boylan, Shashank Mangla, Dominic Thorn, Demian Gholipour Ghalandari, Parsa Ghaffari, Chris Hokamp

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Text2KG 2024, ESWC 2024

2312.03991 2024-04-18 cs.LG cs.AI 62%

MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator

Xiao-Yin Liu, Xiao-Hu Zhou, Guotao Li, Hao Li, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, Zeng-Guang Hou

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by IJCAI 2024 (the 33rd International Joint Conference on Artificial Intelligence)

2404.08523 2024-04-15 cs.LG cs.AI 62%

Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement

Lucas Murray, Tatiana Castillo, Jaime Carrasco, Andrés Weintraub, Richard Weber, Isaac Martín de Diego, José Ramón González, Jordi García-Gonzalo

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 20 pages, 15 figures

2304.13653 2024-04-12 cs.RO cs.AI cs.LG 62%

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Tuomas Haarnoja, Ben Moran, Guy Lever, Sandy H. Huang, Dhruva Tirumala, Jan Humplik, Markus Wulfmeier, Saran Tunyasuvunakool, Noah Y. Siegel, Roland Hafner, Michael Bloesch, Kristian Hartikainen, Arunkumar Byravan, Leonard Hasenclever, Yuval Tassa, Fereshteh Sadeghi, Nathan Batchelor, Federico Casarini, Stefano Saliceti, Charles Game, Neil Sreendra, Kushal Patel, Marlon Gwira, Andrea Huber, Nicole Hurley, Francesco Nori, Raia Hadsell, Nicolas Heess

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Project website: https://sites.google.com/view/op3-soccer

2404.06411 2024-04-10 cs.AI cs.CL 62%

AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents

Luca Gioacchini, Giuseppe Siracusano, Davide Sanvito, Kiril Gashteovski, David Friede, Roberto Bifulco, Carolin Lawrence

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted at the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2024)

2404.05955 2024-04-10 cs.CL cs.AI 62%

VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2403.13433 2024-04-05 cs.AI cs.CL cs.CY 62%

AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting Emergent Behavior

Zhouhong Gu, Xiaoxuan Zhu, Haoran Guo, Lin Zhang, Yin Cai, Hao Shen, Jiangjie Chen, Zheyu Ye, Yifei Dai, Yan Gao, Yao Hu, Hongwei Feng, Yanghua Xiao

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2312.09056 2024-04-04 cs.LG cs.AI cs.CV cs.RO stat.ML 62%

ReCoRe: Regularized Contrastive Representation Learning of World Model

Rudra P. K. Poudel, Harit Pandya, Stephan Liwicki, Roberto Cipolla

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at CVPR 2024. arXiv admin note: text overlap with arXiv:2209.14932

2404.02269 2024-04-04 cs.CL cs.AI 62%

Extracting Norms from Contracts Via ChatGPT: Opportunities and Challenges

Amanul Haque, Munindar P. Singh

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted at COINE-AAMAS 2024

2311.01017 2024-04-02 cs.CV cs.AI cs.LG cs.RO 62%

Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion

Lunjun Zhang, Yuwen Xiong, Ze Yang, Sergio Casas, Rui Hu, Raquel Urtasun

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments ICLR 2024

2210.09846 2024-04-02 cs.AI cs.CV cs.LG cs.RO 62%

G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System

Aryan Garg, Renu M. Rameshan

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Notable ICLR Tiny Paper 2024

2312.04670 2024-04-01 cs.RO cs.AI cs.CV cs.LG 62%

Rapid Motor Adaptation for Robotic Manipulator Arms

Yichao Liang, Kevin Ellis, João Henriques

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at CVPR 2024. 12 pages

2402.02423 2024-03-26 cs.LG cs.AI cs.HC cs.RO 62%

Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback

Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng

专题命中 Agent评测：workflow(abstract)；分类 cs.AI、cs.LG

Comments Published as a conference paper at ICLR 2024. The website is available at https://uni-rlhf.github.io/

2311.02760 2024-03-26 cs.AI cs.LG 62%

Causal Question Answering with Reinforcement Learning

Lukas Blübaum, Stefan Heindorf

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at WWW 2024

2306.14899 2024-03-25 cs.CV cs.AI cs.CL cs.MM 62%

FunQA: Towards Surprising Video Comprehension

Binzhu Xie, Sicheng Zhang, Zitang Zhou, Bo Li, Yuanhan Zhang, Jack Hessel, Jingkang Yang, Ziwei Liu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Project Page: https://funqa-benchmark.github.io/ Codebase: https://github.com/Jingkang50/FunQA

2310.05976 2024-03-22 physics.soc-ph cs.AI cs.CL cs.GT cs.MA cs.NE q-bio.PE 62%

An evolutionary model of personality traits related to cooperative behavior using a large language model

Reiji Suzuki, Takaya Arita

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 7 pages, 4 figures and 1 table

Journal ref Sci.Rep. 14 (2024) 5989

2303.15662 2024-03-22 cs.AI cs.CL 62%

ChatGPT4PCG Competition: Character-like Level Generation for Science Birds

Pittawat Taveekitworachai, Febri Abdullah, Mury F. Dewantoro, Ruck Thawonmas, Julian Togelius, Jochen Renz

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments This paper accepted for presentation at IEEE CoG 2023 is made available for participants of ChatGPT4PCG Competition (https://chatgpt4pcg.github.io/) and readers interested in relevant areas. In this PDF version, the affiliation symbol of Julian Togelius has been revised

2403.13313 2024-03-21 cs.AI cs.CL 62%

Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Subhabrata Mukherjee, Paul Gamble, Markel Sanz Ausin, Neel Kant, Kriti Aggarwal, Neha Manjunath, Debajyoti Datta, Zhengliang Liu, Jiayuan Ding, Sophia Busacca, Cezanne Bianco, Swapnil Sharma, Rae Lasko, Michelle Voisard, Sanchay Harneja, Darya Filippova, Gerry Meixiong, Kevin Cha, Amir Youssefi, Meyhaa Buvanesh, Howard Weingram, Sebastian Bierman-Lytle, Harpreet Singh Mangat, Kim Parikh, Saad Godil, Alex Miller

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2210.04688 2024-03-21 cs.LG cs.AI cs.CR 62%

BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets

Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Kecen Li, Arunesh Sinha, Bowen Xu, Xinwen Hou, David Lo, Tianhao Wang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at IEEE S&P (Oakland) 2024

2312.05742 2024-03-18 cs.LG cs.AI 62%

The Generalization Gap in Offline Reinforcement Learning

Ishita Mediratta, Qingfei You, Minqi Jiang, Roberta Raileanu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Published as a conference paper at ICLR 2024; First two authors contributed equally

2403.05101 2024-03-15 cs.CL cs.AI 62%

Rule-driven News Captioning

Ning Xu, Tingting Zhang, Hongshuo Tian, An-An Liu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2403.06520 2024-03-12 cs.CL cs.AI 62%

How to Understand Named Entities: Using Common Sense for News Captioning

Ning Xu, Yanhui Wang, Tingting Zhang, Hongshuo Tian, Mohan Kankanhalli, An-An Liu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

2401.05507 2024-03-12 cs.CL cs.AI 62%

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks

Xueyu Hu, Ziyu Zhao, Shuang Wei, Ziwei Chai, Qianli Ma, Guoyin Wang, Xuwu Wang, Jing Su, Jingjing Xu, Ming Zhu, Yao Cheng, Jianbo Yuan, Jiwei Li, Kun Kuang, Yang Yang, Hongxia Yang, Fei Wu

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 27 pages, 7 figures, work in progress

2403.04382 2024-03-08 cs.CL cs.AI 62%

Acceleron: A Tool to Accelerate Research Ideation

Harshit Nigam, Manasi Patwardhan, Lovekesh Vig, Gautam Shroff

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted at AI2ASE Workshop at AAAI'24 Conference. 13 Pages and 4 Figures

2306.10698 2024-03-07 cs.LG cs.AI 62%

Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork

Yonggang Jin, Chenxu Wang, Tianyu Zheng, Liuyu Xiang, Yaodong Yang, Junge Zhang, Jie Fu, Zhaofeng He

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2403.00315 2024-03-04 cs.AI cs.LG 62%

Axe the X in XAI: A Plea for Understandable AI

Andrés Páez

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2402.14486 2024-02-23 cs.GT cs.AI cs.LG econ.TH 62%

Are Bounded Contracts Learnable and Approximately Optimal?

Yurong Chen, Zhaohua Chen, Xiaotie Deng, Zhiyi Huang

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

2003.03546 2024-02-23 cs.AI cs.LG stat.CO stat.ML 62%

Adversarial Machine Learning: Bayesian Perspectives

David Rios Insua, Roi Naveiro, Victor Gallego, Jason Poulos

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Journal ref Journal of the American Statistical Association. Volume 118, 2023 - Issue 543

1. Agent评测 15756 篇

Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent

Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs

KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator

Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents

VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting Emergent Behavior

ReCoRe: Regularized Contrastive Representation Learning of World Model

Extracting Norms from Contracts Via ChatGPT: Opportunities and Challenges

Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion

G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System

Rapid Motor Adaptation for Robotic Manipulator Arms

Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback

Causal Question Answering with Reinforcement Learning

FunQA: Towards Surprising Video Comprehension

An evolutionary model of personality traits related to cooperative behavior using a large language model

ChatGPT4PCG Competition: Character-like Level Generation for Science Birds

Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets

The Generalization Gap in Offline Reinforcement Learning

Rule-driven News Captioning

How to Understand Named Entities: Using Common Sense for News Captioning

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks

Acceleron: A Tool to Accelerate Research Ideation

Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork

Axe the X in XAI: A Plea for Understandable AI

Are Bounded Contracts Learnable and Approximately Optimal?

Adversarial Machine Learning: Bayesian Perspectives