AI Agent

Enhanced DareFightingICE Competitions: Sound Design and AI Competitions

Ibrahim Khan, Chollakorn Nimpattanavong, Thai Van Nguyen, Kantinan Plupattanakit, Ruck Thawonmas

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

Comments This paper describes a new competition platform using Unity for our competitions at the 2024 IEEE Conference on Games (CoG 2024). It was accepted for presentation at CoG 2024. However, we recently discovered a much more effective way to do this task without using Unity, leading to our decision to withdraw the paper from CoG 2024 and ArXiv

Symbol Emergence and The Solutions to Any Task

Michael Timothy Bennett

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

Comments Accepted to the 14th conference on Artificial General Intelligence

Journal ref Proceedings of the 14th International Conference on Artificial General Intelligence. 2021. Lecture Notes in Computer Science, vol 13154. Springer. pp. 30-40

SOTOPIA-$π$: Interactive Learning of Socially Intelligent Language Agents

Ruiyi Wang, Haofei Yu, Wenxin Zhang, Zhengyang Qi, Maarten Sap, Graham Neubig, Yonatan Bisk, Hao Zhu

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

OntoChat: a Framework for Conversational Ontology Engineering using Language Models

Bohui Zhang, Valentina Anita Carriero, Katrin Schreiberhuber, Stefani Tsaneva, Lucía Sánchez González, Jongmo Kim, Jacopo de Berardinis

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

Comments ESWC 2024 Special Track on Large Language Models for Knowledge Engineering

Reinforcement Learning with Generative Models for Compact Support Sets

Nico Schiavone, Xingyu Li

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

Comments 4 pages, 2 figures. Code available at: https://github.com/mesophil/deeprl

Rate Analysis of Coupled Distributed Stochastic Approximation for Misspecified Optimization

Yaqun Yang, Jinlong Lei

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

Comments 27 pages, 6 figures

Preconditioned Neural Posterior Estimation for Likelihood-free Inference

Xiaoyu Wang, Ryan P. Kelly, David J. Warne, Christopher Drovandi

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

Comments 31 pages, 11 figures

Intelligent Agents for Auction-based Federated Learning: A Survey

Xiaoli Tang, Han Yu, Xiaoxiao Li, Sarit Kraus

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

R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm

Farajollah Tahernezhad-Javazm, Debbie Rankin, Naomi Du Bois, Alice E. Smith, Damien Coyle

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

LLM Agents can Autonomously Exploit One-day Vulnerabilities

Richard Fang, Rohan Bindu, Akul Gupta, Daniel Kang

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

On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning

Mauricio Gruppi, Soham Dan, Keerthiram Murugesan, Subhajit Chaudhury

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

AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes

Youshao Xiao, Lin Ju, Zhenglei Zhou, Siyuan Li, Zhaoxin Huan, Dalong Zhang, Rujie Jiang, Lin Wang, Xiaolu Zhang, Lei Liang, Jun Zhou

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

Mapping High-level Semantic Regions in Indoor Environments without Object Recognition

Roberto Bigazzi, Lorenzo Baraldi, Shreyas Kousik, Rita Cucchiara, Marco Pavone

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

Comments Accepted by IEEE International Conference on Robotics and Automation (ICRA 2024)

Facility Location Games Beyond Single-Peakedness: the Entrance Fee Model

Mengfan Ma, Mingyu Xiao, Tian Bai, Bakh Khoussainov

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

Comments A preliminary version of this article appeared at AAAI '23

Spot the Difference: A Novel Task for Embodied Agents in Changing Environments

Federico Landi, Roberto Bigazzi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

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

Comments Accepted by 26TH International Conference on Pattern Recognition (ICPR 2022)

Inter and Intra-Annual Spatio-Temporal Variability of Habitat Suitability for Asian Elephants in India: A Random Forest Model-based Analysis

P. Anjali, Deepak N. Subramani

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

Comments Submitted for possible publication in the IEEE International India Geoscience and Remote Sensing Symposium 2021 (InGARSS 2021)

RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning

Hongqiao Lian, Zeyuan Ma, Hongshu Guo, Ting Huang, Yue-Jiao Gong

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

Comments Accepted as full paper at GECCO 2024

A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos

Suleyman Ozdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci

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

Comments 2024 Symposium on Eye Tracking Research and Applications (ETRA24), Glasgow, United Kingdom

Question Generation in Knowledge-Driven Dialog: Explainability and Evaluation

Juliette Faille, Quentin Brabant, Gwenole Lecorve, Lina M. Rojas-Barahona, Claire Gardent

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

Emergent Causality and the Foundation of Consciousness

Michael Timothy Bennett

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

Comments Published (and won "Best Student Paper") at the 16th Conference on Artificial General Intelligence, Stockholm, 2023

Journal ref Proceedings of the 16th International Conference on Artificial General Intelligence. 2023. Lecture Notes in Computer Science, vol 13921. Springer. pp. 52-61

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation

Mukul Khanna, Ram Ramrakhya, Gunjan Chhablani, Sriram Yenamandra, Theophile Gervet, Matthew Chang, Zsolt Kira, Devendra Singh Chaplot, Dhruv Batra, Roozbeh Mottaghi

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

Learning Collective Behaviors from Observation

Jinchao Feng, Ming Zhong

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

OFMPNet: Deep End-to-End Model for Occupancy and Flow Prediction in Urban Environment

Youshaa Murhij, Dmitry Yudin

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

Comments Accepted in Neurocomputing journal - 2024

Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis

Vishnu Sashank Dorbala, Sanjoy Chowdhury, Dinesh Manocha

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

Comments 14 Pages

i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance

Haoyang Chen, Peiyan Sun, Qiyuan Song, Wanyuan Wang, Weiwei Wu, Wencan Zhang, Guanyu Gao, Yan Lyu

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

Variational Autoencoders for exteroceptive perception in reinforcement learning-based collision avoidance

Thomas Nakken Larsen, Eirik Runde Barlaug, Adil Rasheed

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

Simulating Opinion Dynamics with Networks of LLM-based Agents

Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers

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

Differentially Private Distributed Estimation and Learning

Marios Papachristou, M. Amin Rahimian

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

Comments Accepted for publication at IISE Transactions (Special issue on Federated, Distributed Learning and Analytics)

Journal ref IISE Transactions, 2024

Data-efficient, Explainable and Safe Box Manipulation: Illustrating the Advantages of Physical Priors in Model-Predictive Control

Achkan Salehi, Stephane Doncieux

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

Comments accepted for publication by l4dc 2024, 12 pages (with references), 4 figures, 2 tables

EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models

Sijie Cheng, Zhicheng Guo, Jingwen Wu, Kechen Fang, Peng Li, Huaping Liu, Yang Liu

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