AI Agent

Maximal Consistent Subsystems of Max-T Fuzzy Relational Equations

Ismaïl Baaj

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Diversify & Conquer: Outcome-directed Curriculum RL via Out-of-Distribution Disagreement

Daesol Cho, Seungjae Lee, H. Jin Kim

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network

Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2023

Arbitrarily Scalable Environment Generators via Neural Cellular Automata

Yulun Zhang, Matthew C. Fontaine, Varun Bhatt, Stefanos Nikolaidis, Jiaoyang Li

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Accepted to Advances in Neural Information Processing Systems (NeurIPS), 2023

Intelligent Escape of Robotic Systems: A Survey of Methodologies, Applications, and Challenges

Junfei Li, Simon X. Yang

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments This paper is accepted by Journal of Intelligent and Robotic Systems

Pareto Optimization to Accelerate Multi-Objective Virtual Screening

Jenna C. Fromer, David E. Graff, Connor W. Coley

专题命中 工具调用 ：workflow(abstract)；分类 cs.LG

End-to-end Story Plot Generator

Hanlin Zhu, Andrew Cohen, Danqing Wang, Kevin Yang, Xiaomeng Yang, Jiantao Jiao, Yuandong Tian

专题命中 工具调用 ：planning(abstract)；分类 cs.CL

Comments 17 pages

LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Yazhe Niu, Yuan Pu, Zhenjie Yang, Xueyan Li, Tong Zhou, Jiyuan Ren, Shuai Hu, Hongsheng Li, Yu Liu

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments NeurIPS 2023 Spotlight

MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Comments Work in progress; Xiang Yue and Wenhu Chen contributed equally to this paper

ACWRecommender: A Tool for Validating Actionable Warnings with Weak Supervision

Zhipeng Xue, Zhipeng Gao, Xing Hu, Shanping Li

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

Comments accepted by ASE2023 Industry Track

Maneuver Decision-Making Through Proximal Policy Optimization And Monte Carlo Tree Search

Zhang Hong-Peng

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

L4KDE: Learning for KinoDynamic Tree Expansion

Tin Lai, Weiming Zhi, Tucker Hermans, Fabio Ramos

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Language-Conditioned Observation Models for Visual Object Search

Thao Nguyen, Vladislav Hrosinkov, Eric Rosen, Stefanie Tellex

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis

Jonathan Laurent, André Platzer

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Journal ref Advances in Neural Information Processing Systems, volume 35 (2022) 4843--4856

RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Yifan Song, Weimin Xiong, Dawei Zhu, Wenhao Wu, Han Qian, Mingbo Song, Hailiang Huang, Cheng Li, Ke Wang, Rong Yao, Ye Tian, Sujian Li

专题命中 工具调用 ：planning(abstract)；分类 cs.CL

Comments Add RestBench to evaluate RestGPT

A Large Language Model Enhanced Conversational Recommender System

Yue Feng, Shuchang Liu, Zhenghai Xue, Qingpeng Cai, Lantao Hu, Peng Jiang, Kun Gai, Fei Sun

专题命中 工具调用 ：workflow(abstract)；分类 cs.CL

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

Yuhao Dan, Zhikai Lei, Yiyang Gu, Yong Li, Jianghao Yin, Jiaju Lin, Linhao Ye, Zhiyan Tie, Yougen Zhou, Yilei Wang, Aimin Zhou, Ze Zhou, Qin Chen, Jie Zhou, Liang He, Xipeng Qiu

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Tool-Supported Architecture-Based Data Flow Analysis for Confidentiality

Felix Schwickerath, Nicolas Boltz, Sebastian Hahner, Maximilian Walter, Christopher Gerking, Robert Heinrich

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

Exploring the Relationship Between Personality Traits and User Feedback

Volodymyr Biryuk, Walid Maalej

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

Learning to reason about and to act on physical cascading events

Yuval Atzmon, Eli A. Meirom, Shie Mannor, Gal Chechik

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Journal ref Proceedings of the 40th International Conference on Machine Learning, 2023

Imitation Learning with Human Eye Gaze via Multi-Objective Prediction

Ravi Kumar Thakur, MD-Nazmus Samin Sunbeam, Vinicius G. Goecks, Ellen Novoseller, Ritwik Bera, Vernon J. Lawhern, Gregory M. Gremillion, John Valasek, Nicholas R. Waytowich

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Paper accepted and selected as an oral presentation at Interactive Learning with Implicit Human Feedback Workshop at ICML 2023

PyTAG: Challenges and Opportunities for Reinforcement Learning in Tabletop Games

Martin Balla, George E. M. Long, Dominik Jeurissen, James Goodman, Raluca D. Gaina, Diego Perez-Liebana

专题命中 工具调用 ：AI agent(abstract)；分类 cs.AI

Comments Accepted for Publication in: IEEE Conference on Games (2023)

Local Minima Drive Communications in Cooperative Interaction

Roger K. Moore

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 6 page conference paper

Shaped Policy Search for Evolutionary Strategies using Waypoints

Kiran Lekkala, Laurent Itti

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Presented at the International Conference on Robotics and Automation (ICRA) 2021

SAFER: Safe Collision Avoidance using Focused and Efficient Trajectory Search with Reinforcement Learning

Mario Srouji, Hugues Thomas, Hubert Tsai, Ali Farhadi, Jian Zhang

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted in IEEE International Conference on Automation Science and Engineering (CASE), 2023

Forward LTLf Synthesis: DPLL At Work

Marco Favorito

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

The Evolution theory of Learning: From Natural Selection to Reinforcement Learning

Taboubi Ahmed

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Behavioral Cloning via Search in Embedded Demonstration Dataset

Federico Malato, Florian Leopold, Ville Hautamaki, Andrew Melnik

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

A Review Of Progress for Component Based Software Cost Estimation From 1965 to 2023

Muhammad Nadeem, Humaira Afzal, Muhammad. Idrees, Sajid Iqbal, M. Rafiq Asim

专题命中 工具调用 ：planning(abstract)；分类 cs.SE

Comments 4. International Antalya Scientific Research and Innovative Studies Congress May 9-10, 2023, Antalya, Türkiye

Error Analysis and Correction for Weighted A*'s Suboptimality (Extended Version)

Robert C. Holte, Ruben Majadas, Alberto Pozanco, Daniel Borrajo

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Published as a short paper in the 12th Annual Symposium on Combinatorial Search, SoCS 2019