AI Agent

RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback

Yufei Wang, Zhanyi Sun, Jesse Zhang, Zhou Xian, Erdem Biyik, David Held, Zackory Erickson

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

Comments ICML 2024

ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning

Maonan Wang, Yutong Xu, Xi Xiong, Yuheng Kan, Chengcheng Xu, Man-On Pun

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

Journal ref 2023 Transportation Research Board Annual Meeting

Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination

Luyao Shi, Michael Kazda, Bradley Sears, Nick Shropshire, Ruchir Puri

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

Comments Accepted paper at The First IEEE International Workshop on LLM-Aided Design, 2024 (LAD 24)

Can Language Models Serve as Text-Based World Simulators?

Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, Peter Jansen

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

Comments ACL 2024

MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows

Xingjian Zhang, Yutong Xie, Jin Huang, Jinge Ma, Zhaoying Pan, Qijia Liu, Ziyang Xiong, Tolga Ergen, Dongsub Shim, Honglak Lee, Qiaozhu Mei

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

Comments arXiv admin note: text overlap with arXiv:1706.03762 by other authors

Massively Multiagent Minigames for Training Generalist Agents

Kyoung Whan Choe, Ryan Sullivan, Joseph Suárez

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

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals

Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang

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

Comments Preprint

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang

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

Comments Project site: https://agentgym.github.io

HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learning

Quentin Delfosse, Jannis Blüml, Bjarne Gregori, Kristian Kersting

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

Comments 9 main pages, 4 pages references, 19 pages of appendix

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)

Drew Prinster, Samuel Stanton, Anqi Liu, Suchi Saria

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

Comments ICML 2024. Code available at https://github.com/drewprinster/conformal-mfcs

PatentGPT: A Large Language Model for Intellectual Property

Zilong Bai, Ruiji Zhang, Linqing Chen, Qijun Cai, Yuan Zhong, Cong Wang, Yan Fang, Jie Fang, Jing Sun, Weikuan Wang, Lizhi Zhou, Haoran Hua, Tian Qiu, Chaochao Wang, Cheng Sun, Jianping Lu, Yixin Wang, Yubin Xia, Meng Hu, Haowen Liu, Peng Xu, Licong Xu, Fu Bian, Xiaolong Gu, Lisha Zhang, Weilei Wang, Changyang Tu

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

Comments 19 pages, 9 figures

Personalized Topic Selection Model for Topic-Grounded Dialogue

Shixuan Fan, Wei Wei, Xiaofei Wen, Xianling Mao, Jixiong Chen, Dangyang Chen

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

Comments Accepted to ACL 2024 Findings

DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton

Yiyou Sun, Junjie Hu, Wei Cheng, Haifeng Chen

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

Comments Accepted to ICML 2024

Unpacking the Black Box: Regulating Algorithmic Decisions

Laura Blattner, Scott Nelson, Jann Spiess

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

Improving Token-Based World Models with Parallel Observation Prediction

Lior Cohen, Kaixin Wang, Bingyi Kang, Shie Mannor

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

AI Alignment with Changing and Influenceable Reward Functions

Micah Carroll, Davis Foote, Anand Siththaranjan, Stuart Russell, Anca Dragan

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

Comments Accepted to ICML 2024

Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map

Shunyu Liu, Wei Luo, Yanzhen Zhou, Kaixuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song

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

Comments Accepted by IEEE Transactions on Power Systems

Efficient Mitigation of Bus Bunching through Setter-Based Curriculum Learning

Avidan Shah, Danny Tran, Yuhan Tang

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

Comments 9 pages, preprint

Neuromorphic dreaming: A pathway to efficient learning in artificial agents

Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri

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

Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems

Shivani Kumar, Sumit Bhatia, Milan Aggarwal, Tanmoy Chakraborty

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

Comments Accepted at the journal of Natural Language Processing (formerly Natural Language Engineering). 21 pages, 3 figures, 3 tables

Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space

Qianmei Liu, Yufei Kuang, Jie Wang

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

COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain

Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios P. Palamidas, Mattheos Sanoudos, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis

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

Comments Technical Paper

Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPT

Takao Fujii, Katie Seaborn, Madeleine Steeds

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

Comments Honorable Mention award (top 5%) at CHI '24

Journal ref CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems (2024), Article No. 511, 1-14

Auditing an Automatic Grading Model with deep Reinforcement Learning

Aubrey Condor, Zachary Pardos

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

ATG: Benchmarking Automated Theorem Generation for Generative Language Models

Xiaohan Lin, Qingxing Cao, Yinya Huang, Zhicheng Yang, Zhengying Liu, Zhenguo Li, Xiaodan Liang

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

A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds

Christopher Z. Cui, Xiangyu Peng, Mark O. Riedl

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

Can large language models understand uncommon meanings of common words?

Jinyang Wu, Feihu Che, Xinxin Zheng, Shuai Zhang, Ruihan Jin, Shuai Nie, Pengpeng Shao, Jianhua Tao

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

Learning Embeddings for Sequential Tasks Using Population of Agents

Mridul Mahajan, Georgios Tzannetos, Goran Radanovic, Adish Singla

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

Comments IJCAI'24 paper (longer version)

TorchDriveEnv: A Reinforcement Learning Benchmark for Autonomous Driving with Reactive, Realistic, and Diverse Non-Playable Characters

Jonathan Wilder Lavington, Ke Zhang, Vasileios Lioutas, Matthew Niedoba, Yunpeng Liu, Dylan Green, Saeid Naderiparizi, Xiaoxuan Liang, Setareh Dabiri, Adam Ścibior, Berend Zwartsenberg, Frank Wood

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

Towards a Formal Creativity Theory: Preliminary results in Novelty and Transformativeness

Luís Espírito Santo, Geraint Wiggins, Amílcar Cardoso

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