AI Agent

CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning

Elliot Chane-Sane, Pierre-Alexandre Leziart, Thomas Flayols, Olivier Stasse, Philippe Souères, Nicolas Mansard

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

Comments Project webpage: https://constraints-as-terminations.github.io

Mistake, Manipulation and Margin Guarantees in Online Strategic Classification

Lingqing Shen, Nam Ho-Nguyen, Khanh-Hung Giang-Tran, Fatma Kılınç-Karzan

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

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities

Honglin Mu, Yang Xu, Yunlong Feng, Xiaofeng Han, Yitong Li, Yutai Hou, Wanxiang Che

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

Comments Accepted at LREC-COLING 2024

Incorporating simulated spatial context information improves the effectiveness of contrastive learning models

Lizhen Zhu, James Z. Wang, Wonseuk Lee, Brad Wyble

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

Privacy-Preserving Distributed Nonnegative Matrix Factorization

Ehsan Lari, Reza Arablouei, Stefan Werner

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

Comments 5 pages, 1 figure, submitted to EUSIPCO 2024 conference

Retentive Decision Transformer with Adaptive Masking for Reinforcement Learning based Recommendation Systems

Siyu Wang, Xiaocong Chen, Lina Yao

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

ProIn: Learning to Predict Trajectory Based on Progressive Interactions for Autonomous Driving

Yinke Dong, Haifeng Yuan, Hongkun Liu, Wei Jing, Fangzhen Li, Hongmin Liu, Bin Fan

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

ClimateQ&A: Bridging the gap between climate scientists and the general public

Natalia De La Calzada, Théo Alves Da Costa, Annabelle Blangero, Nicolas Chesneau

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

Comments Accepted as a workshop paper at "Tackling Climate Change with Machine Learning", ICLR 2024

On the continuity and smoothness of the value function in reinforcement learning and optimal control

Hans Harder, Sebastian Peitz

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

Control of Medical Digital Twins with Artificial Neural Networks

Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher

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

Comments 13 pages, 5 figures

Transfer in Sequential Multi-armed Bandits via Reward Samples

Rahul N R, Vaibhav Katewa

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

Comments Paper accepted in ECC 2024

Language Evolution with Deep Learning

Mathieu Rita, Paul Michel, Rahma Chaabouni, Olivier Pietquin, Emmanuel Dupoux, Florian Strub

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

Comments to appear in the Oxford Handbook of Approaches to Language Evolution

Graph Enhanced Reinforcement Learning for Effective Group Formation in Collaborative Problem Solving

Zheng Fang, Fucai Ke, Jae Young Han, Zhijie Feng, Toby Cai

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

Cultural evolution in populations of Large Language Models

Jérémy Perez, Corentin Léger, Marcela Ovando-Tellez, Chris Foulon, Joan Dussauld, Pierre-Yves Oudeyer, Clément Moulin-Frier

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

Comments 17 pages, 20 figures. Open-source code available at https://github.com/jeremyperez2/LLM-Culture

Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking

Robert Reed, Hanspeter Schaub, Morteza Lahijanian

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

Comments 9 pages, 2 figures, 2 tables, ACC 2024

SCENEREPLICA: Benchmarking Real-World Robot Manipulation by Creating Replicable Scenes

Ninad Khargonkar, Sai Haneesh Allu, Yangxiao Lu, Jishnu Jaykumar P, Balakrishnan Prabhakaran, Yu Xiang

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

Comments Accepted to ICRA 2024. Project page is available at https://irvlutd.github.io/SceneReplica

Scene Informer: Anchor-based Occlusion Inference and Trajectory Prediction in Partially Observable Environments

Bernard Lange, Jiachen Li, Mykel J. Kochenderfer

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

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

Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger

Arthur Allshire, Mayank Mittal, Varun Lodaya, Viktor Makoviychuk, Denys Makoviichuk, Felix Widmaier, Manuel Wüthrich, Stefan Bauer, Ankur Handa, Animesh Garg

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

Comments International Conference on Intelligent Robots and Systems (IROS 2022)

Assessing the Aesthetic Evaluation Capabilities of GPT-4 with Vision: Insights from Group and Individual Assessments

Yoshia Abe, Tatsuya Daikoku, Yasuo Kuniyoshi

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

Comments 8 pages, 6 figures, submitted to The 38th Annual Conference of the Japanese Society for Artificial Intelligence, 2024

Online Learning of Human Constraints from Feedback in Shared Autonomy

Shibei Zhu, Tran Nguyen Le, Samuel Kaski, Ville Kyrki

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

Comments Accepted to AAAI-24 Bridge Program on Collaborative AI and Modeling of Humans & AAAI-24 Workshop on Ad Hoc Teamwork

t-METASET: Tailoring Property Bias of Large-Scale Metamaterial Datasets through Active Learning

Doksoo Lee, Yu-Chin Chan, Wei Wayne Chen, Liwei Wang, Anton van Beek, Wei Chen

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

Comments This preprint has been submitted as a manuscript to ASME Journal of Mechanical Design

Distributional Bellman Operators over Mean Embeddings

Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland

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

QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning

Jakob Stigenberg, Vidit Saxena, Soma Tayamon, Euhanna Ghadimi

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

Artificial intelligence is algorithmic mimicry: why artificial "agents" are not (and won't be) proper agents

Johannes Jaeger

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

Journal ref JNeurons, Behavior, Data Analysis, and Theory 1-21 (2024)

Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study

Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar, Salam Michael Singh, Puneet Manuja, Jini K Gopinath, Vijay Krishnan, Swati Kedia, Koushik Sinha Deb, Tanmoy Chakraborty

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

FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability

Congying Xia, Chen Xing, Jiangshu Du, Xinyi Yang, Yihao Feng, Ran Xu, Wenpeng Yin, Caiming Xiong

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

Comments The first two authors contributed equally

MEGAnno+: A Human-LLM Collaborative Annotation System

Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang

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

Comments EACL 2024 Demo

The Seeker's Dilemma: Realistic Formulation and Benchmarking for Hardware Trojan Detection

Amin Sarihi, Ahmad Patooghy, Abdel-Hameed A. Badawy, Peter Jamieson

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

Bike3S: A Tool for Bike Sharing Systems Simulation

Alberto Fernández, Holger Billhardt, Sascha Ossowski, Óscar Sánchez

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

Journal ref Journal of Simulation 14(4), 2020

$\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens

Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun

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

Journal ref 2023.12.15ARR