AI Agent

DialMAT: Dialogue-Enabled Transformer with Moment-Based Adversarial Training

Kanta Kaneda, Ryosuke Korekata, Yuiga Wada, Shunya Nagashima, Motonari Kambara, Yui Iioka, Haruka Matsuo, Yuto Imai, Takayuki Nishimura, Komei Sugiura

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

Comments Accepted for presentation at Fourth Annual Embodied AI Workshop at CVPR

RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model

Yao Lu, Shang Liu, Qijun Zhang, Zhiyao Xie

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

Journal ref Asia and South Pacific Design Automation Conference (ASP-DAC) 2024

E2E Spoken Entity Extraction for Virtual Agents

Karan Singla, Yeon-Jun Kim, Srinivas Bangalore

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

Comments Accepted at EMNLP 2023 Industry Track

K-Lane: Lidar Lane Dataset and Benchmark for Urban Roads and Highways

Donghee Paek, Seung-Hyun Kong, Kevin Tirta Wijaya

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

Comments 20 pages, 20 figures, 11 tables

Journal ref 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Autonomous Driving (WAD)

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion

Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan

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

Comments LLM evaluation, PPT task completion

A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity

Charvi Rastogi, Liu Leqi, Kenneth Holstein, Hoda Heidari

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

Comments 19 pages, 5 figures, Proceedings of HCOMP

Neural Collage Transfer: Artistic Reconstruction via Material Manipulation

Ganghun Lee, Minji Kim, Yunsu Lee, Minsu Lee, Byoung-Tak Zhang

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

Comments ICCV 2023

Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits

Aditya Ramesh, Paulo Rauber, Michelangelo Conserva, Jürgen Schmidhuber

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

Journal ref Neural Computation. 2022 Oct 7;34(11):2232-72

AeroPath: An airway segmentation benchmark dataset with challenging pathology

Karen-Helene Støverud, David Bouget, Andre Pedersen, Håkon Olav Leira, Thomas Langø, Erlend Fagertun Hofstad

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

Comments 13 pages, 5 figures, submitted to Scientific Reports

Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale

Qichao Wang, Tian Bian, Yian Yin, Tingyang Xu, Hong Cheng, Helen M. Meng, Zibin Zheng, Liang Chen, Bingzhe Wu

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

Adversarial Batch Inverse Reinforcement Learning: Learn to Reward from Imperfect Demonstration for Interactive Recommendation

Jialin Liu, Xinyan Su, Zeyu He, Xiangyu Zhao, Jun Li

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

Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs

Dominik Straub, Matthias Schultheis, Heinz Koeppl, Constantin A. Rothkopf

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

An Investigation of Darwiche and Pearl's Postulates for Iterated Belief Update

Quanlong Guan, Tong Zhu, Liangda Fang, Junming Qiu, Zhao-Rong Lai, Weiqi Luo

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

Tempo Adaptation in Non-stationary Reinforcement Learning

Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi

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

Comments 53 pages. To be published in Neural Information Processing Systems (NeurIPS), 2023

Moral Responsibility for AI Systems

Sander Beckers

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

Comments Accepted at NeurIPS 2023

Reinforcement learning in large, structured action spaces: A simulation study of decision support for spinal cord injury rehabilitation

Nathan Phelps, Stephanie Marrocco, Stephanie Cornell, Dalton L. Wolfe, Daniel J. Lizotte

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

Comments 31 pages, 7 figures

Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots

Xavier Puig, Eric Undersander, Andrew Szot, Mikael Dallaire Cote, Tsung-Yen Yang, Ruslan Partsey, Ruta Desai, Alexander William Clegg, Michal Hlavac, So Yeon Min, Vladimír Vondruš, Theophile Gervet, Vincent-Pierre Berges, John M. Turner, Oleksandr Maksymets, Zsolt Kira, Mrinal Kalakrishnan, Jitendra Malik, Devendra Singh Chaplot, Unnat Jain, Dhruv Batra, Akshara Rai, Roozbeh Mottaghi

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

Comments Project page: http://aihabitat.org/habitat3

CAT: Closed-loop Adversarial Training for Safe End-to-End Driving

Linrui Zhang, Zhenghao Peng, Quanyi Li, Bolei Zhou

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

Comments 7th Conference on Robot Learning (CoRL 2023)

Surrogate Active Subspaces for Jump-Discontinuous Functions

Nathan Wycoff

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

Comments comments very welcome

Visual Storytelling with Question-Answer Plans

Danyang Liu, Mirella Lapata, Frank Keller

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

Comments EMNLP 2023 Findings

Embodied Referring Expression for Manipulation Question Answering in Interactive Environment

Qie Sima, Sinan Tan, Huaping Liu

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

MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities

Markus J. Buehler

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

Contextual Data Augmentation for Task-Oriented Dialog Systems

Dustin Axman, Avik Ray, Shubham Garg, Jing Huang

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

Comments ECML-PKDD 2023 Workshop on Challenges and Opportunities of Large Language Models in Real-World Machine Learning Applications (COLLM)

CLEVA: Chinese Language Models EVAluation Platform

Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang

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

Comments EMNLP 2023 System Demonstrations camera-ready

Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems

Kuan Xu, Li Shen, Lindong Liu

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

LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning

Bo Liu, Yifeng Zhu, Chongkai Gao, Yihao Feng, Qiang Liu, Yuke Zhu, Peter Stone

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

A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real Buildings

Judah Goldfeder, John Sipple

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

DUSA: Decoupled Unsupervised Sim2Real Adaptation for Vehicle-to-Everything Collaborative Perception

Xianghao Kong, Wentao Jiang, Jinrang Jia, Yifeng Shi, Runsheng Xu, Si Liu

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

Comments ACM MM 2023

BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning

Omer Veysel Cagatan, Baris Akgun

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

Comments ACML 2023, Camera-Ready Version

Conditional Mutual Information for Disentangled Representations in Reinforcement Learning

Mhairi Dunion, Trevor McInroe, Kevin Sebastian Luck, Josiah P. Hanna, Stefano V. Albrecht

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

Comments Conference on Neural Information Processing Systems (NeurIPS), 2023