AI Agent - arXivDaily 专题

2403.19918 2024-10-16 cs.RO cs.AI cs.LG 73%

CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning

Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal

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

Comments CoRL 2024

2310.12567 2024-10-08 cs.AI cs.LG 73%

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

Jiaming Ji, Borong Zhang, Jiayi Zhou, Xuehai Pan, Weidong Huang, Ruiyang Sun, Yiran Geng, Yifan Zhong, Juntao Dai, Yaodong Yang

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

Comments Published at NeurIPS 2023

2409.18197 2024-09-30 cs.AI cs.CR cs.LG 73%

Autonomous Network Defence using Reinforcement Learning

Myles Foley, Chris Hicks, Kate Highnam, Vasilios Mavroudis

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

Journal ref ASIA CCS '22: Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security

2408.15769 2024-08-29 cs.CV cs.AI cs.CL 73%

A Survey on Evaluation of Multimodal Large Language Models

Jiaxing Huang, Jingyi Zhang

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

2408.05285 2024-08-13 cs.LG cs.AI 73%

Semi-Supervised One-Shot Imitation Learning

Philipp Wu, Kourosh Hakhamaneshi, Yuqing Du, Igor Mordatch, Aravind Rajeswaran, Pieter Abbeel

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

Journal ref Reinforcement Learning Journal 1 (2024)

2407.10956 2024-07-16 cs.AI cs.CL 73%

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

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

Comments 34 pages, 14 figures, 10 tables

2407.10441 2024-07-16 cs.AI cs.LG 73%

Enhancing Building Safety Design for Active Shooter Incidents: Exploration of Building Exit Parameters using Reinforcement Learning-Based Simulations

Ruying Liu, Wanjing Wu, Burcin Becerik-Gerber, Gale M. Lucas

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

Journal ref 31st EG-ICE International Workshop on Intelligent Computing in Engineering 2024

2403.17933 2024-07-12 cs.RO cs.AI cs.CV cs.LG 73%

SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic

Kashyap Chitta, Daniel Dauner, Andreas Geiger

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

Comments ECCV 2024

2407.00419 2024-07-02 cs.LG cs.AI cs.GT cs.MA 73%

On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents

Robert Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok

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

2406.17818 2024-06-27 cs.LG cs.AI 73%

Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks

Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song

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

Comments 12 pages, 8 figures

2403.19648 2024-06-25 cs.RO cs.AI cs.LG cs.MA 73%

Human-compatible driving partners through data-regularized self-play reinforcement learning

Daphne Cornelisse, Eugene Vinitsky

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

2406.10306 2024-06-18 cs.AI cs.GT cs.LG 73%

A Simple, Solid, and Reproducible Baseline for Bridge Bidding AI

Haruka Kita, Sotetsu Koyamada, Yotaro Yamaguchi, Shin Ishii

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

Comments Accepted version of IEEE CoG 2024

2406.07875 2024-06-14 cs.LG cs.AI cs.MA 73%

Carbon Market Simulation with Adaptive Mechanism Design

Han Wang, Wenhao Li, Hongyuan Zha, Baoxiang Wang

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

Comments 10 pages, 4 figures

2406.01364 2024-06-04 cs.CR cs.AI cs.CL 73%

BELLS: A Framework Towards Future Proof Benchmarks for the Evaluation of LLM Safeguards

Diego Dorn, Alexandre Variengien, Charbel-Raphaël Segerie, Vincent Corruble

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

2404.07972 2024-05-31 cs.AI cs.CL 73%

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu

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

Comments 51 pages, 21 figures

2405.09935 2024-05-27 cs.CL cs.AI 73%

DEBATE: Devil's Advocate-Based Assessment and Text Evaluation

Alex Kim, Keonwoo Kim, Sangwon Yoon

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

2403.17601 2024-05-24 cs.AI cs.LG 73%

LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation

Ke Guo, Zhenwei Miao, Wei Jing, Weiwei Liu, Weizi Li, Dayang Hao, Jia Pan

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

Comments Accepted by CVPR 2024. arXiv admin note: text overlap with arXiv:2306.06401

2405.12438 2024-05-22 cs.HC cs.AI cs.CL 73%

CoCo Matrix: Taxonomy of Cognitive Contributions in Co-writing with Intelligent Agents

Ruyuan Wan, Simret Gebreegziabhe, Toby Jia-Jun Li, Karla Badillo-Urquiola

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

2405.01035 2024-05-03 cs.GT cs.AI cs.LG 73%

LOQA: Learning with Opponent Q-Learning Awareness

Milad Aghajohari, Juan Agustin Duque, Tim Cooijmans, Aaron Courville

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

Comments accepted to ICLR but still not in proceedings https://openreview.net/forum?id=FDQF6A1s6M

2404.15417 2024-04-29 cs.LG cs.AI stat.ML 73%

The Power of Resets in Online Reinforcement Learning

Zakaria Mhammedi, Dylan J. Foster, Alexander Rakhlin

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

Comments Fixed a small typo

2404.13340 2024-04-23 cs.SE cs.AI 73%

Large Language Models as Test Case Generators: Performance Evaluation and Enhancement

Kefan Li, Yuan Yuan

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

2404.10786 2024-04-18 cs.DC cs.AI cs.LG cs.MA cs.SY eess.SY 73%

Sustainability of Data Center Digital Twins with Reinforcement Learning

Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi

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

Comments 2024 Proceedings of the AAAI Conference on Artificial Intelligence

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 20, pp. 22322-22330, Mar. 2024

2310.03302 2024-04-16 cs.LG cs.AI 73%

MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Qian Huang, Jian Vora, Percy Liang, Jure Leskovec

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

2211.11940 2024-03-25 cs.AI cs.LG cs.MA 73%

Decision-making with Speculative Opponent Models

Jing Sun, Shuo Chen, Cong Zhang, Yining Ma, Jie Zhang

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

Comments 13 pages, 27 figures

2310.01557 2024-03-19 cs.LG cs.AI 73%

SmartPlay: A Benchmark for LLMs as Intelligent Agents

Yue Wu, Xuan Tang, Tom M. Mitchell, Yuanzhi Li

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

2403.08879 2024-03-19 cs.LG cs.AI cs.MA math.OC 73%

Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning

Jing Tan, Ramin Khalili, Holger Karl

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

2402.14830 2024-02-26 cs.CL cs.AI 73%

Orca-Math: Unlocking the potential of SLMs in Grade School Math

Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah

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

2402.03590 2024-02-07 cs.LG cs.AI cs.MA 73%

Assessing the Impact of Distribution Shift on Reinforcement Learning Performance

Ted Fujimoto, Joshua Suetterlein, Samrat Chatterjee, Auroop Ganguly

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

Comments Poster at the Workshop on Regulatable Machine Learning at the 37th Conference on Neural Information Processing Systems (RegML @ NeurIPS 2023)

2304.10750 2024-02-07 cs.CL cs.AI 73%

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback

Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xin Deng, Ahmed Hassan Awadallah, Julia Kiseleva

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

Comments Findings of EACL 2024

2306.00323 2024-01-19 cs.AI cs.LG 73%

Thought Cloning: Learning to Think while Acting by Imitating Human Thinking

Shengran Hu, Jeff Clune

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

Comments Accepted to NeurIPS 2023 as a spotlight

1. Agent评测 15729 篇

CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

Autonomous Network Defence using Reinforcement Learning

A Survey on Evaluation of Multimodal Large Language Models

Semi-Supervised One-Shot Imitation Learning

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Enhancing Building Safety Design for Active Shooter Incidents: Exploration of Building Exit Parameters using Reinforcement Learning-Based Simulations

SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic

On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents

Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks

Human-compatible driving partners through data-regularized self-play reinforcement learning

A Simple, Solid, and Reproducible Baseline for Bridge Bidding AI

Carbon Market Simulation with Adaptive Mechanism Design

BELLS: A Framework Towards Future Proof Benchmarks for the Evaluation of LLM Safeguards

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

DEBATE: Devil's Advocate-Based Assessment and Text Evaluation

LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation

CoCo Matrix: Taxonomy of Cognitive Contributions in Co-writing with Intelligent Agents

LOQA: Learning with Opponent Q-Learning Awareness

The Power of Resets in Online Reinforcement Learning

Large Language Models as Test Case Generators: Performance Evaluation and Enhancement

Sustainability of Data Center Digital Twins with Reinforcement Learning

MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Decision-making with Speculative Opponent Models

SmartPlay: A Benchmark for LLMs as Intelligent Agents

Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning

Orca-Math: Unlocking the potential of SLMs in Grade School Math

Assessing the Impact of Distribution Shift on Reinforcement Learning Performance

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback

Thought Cloning: Learning to Think while Acting by Imitating Human Thinking