AI Agent - arXivDaily 专题

2207.07791 2024-03-06 cs.AR cs.ET cs.LG 57%

Associative Memory Based Experience Replay for Deep Reinforcement Learning

Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments 9 pages, 9 figures. The work was accepted by the 41st International Conference on Computer-Aided Design (ICCAD), 2022, San Diego

2309.09752 2024-02-27 cs.LG 57%

Contrastive Initial State Buffer for Reinforcement Learning

Nico Messikommer, Yunlong Song, Davide Scaramuzza

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Journal ref IEEE Conference on Robotics and Automation (ICRA 2024)

2402.15932 2024-02-27 cs.LG cs.SY eess.SY 57%

Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning Approach

Alaa Selim, Yanzhu Ye, Junbo Zhao, Bo Yang

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2309.16292 2024-02-23 cs.RO cs.CL 57%

DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models

Licheng Wen, Daocheng Fu, Xin Li, Xinyu Cai, Tao Ma, Pinlong Cai, Min Dou, Botian Shi, Liang He, Yu Qiao

专题命中记忆与上下文管理：agent(abstract)；分类 cs.CL

Comments Published as a conference paper at ICLR 2024

2402.09384 2024-02-22 econ.TH cs.AI cs.CY cs.GT cs.HC 57%

Persuasion, Delegation, and Private Information in Algorithm-Assisted Decisions

Ruqing Xu

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2402.12465 2024-02-21 cs.LG cs.NE 57%

Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps

Hitesh Vaidya, Travis Desell, Ankur Mali, Alexander Ororbia

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2312.11364 2024-02-20 cs.AI 57%

Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure

Tristan Bester, Benjamin Rosman, Steven James, Geraud Nangue Tasse

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 14 pages, 11 Figures, Published in AAAI W25: Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)

2402.03329 2024-02-07 cs.CV cs.AI 57%

Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning

Zhaohui Jiang, Paul Weng

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2302.06014 2024-02-07 cs.LG cs.GT cs.IR 57%

Online Recommendations for Agents with Discounted Adaptive Preferences

Arpit Agarwal, William Brown

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Updates for camera-ready version (ALT 2024)

2302.00736 2024-01-31 cs.LG cs.GT 57%

Approximating the Shapley Value without Marginal Contributions

Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik, Eyke Hüllermeier

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2210.14991 2024-01-31 cs.RO cs.AI 57%

Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems

Yi Dong, Xingyu Zhao, Sen Wang, Xiaowei Huang

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2401.08859 2024-01-26 cs.DC cs.LG 57%

Shabari: Delayed Decision-Making for Faster and Efficient Serverless Functions

Prasoon Sinha, Kostis Kaffes, Neeraja J. Yadwadkar

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments 17 pages, 14 figures, update typo in manually entered arxiv title

2401.11839 2024-01-23 cs.CL cs.CY 57%

AI for social science and social science of AI: A Survey

Ruoxi Xu, Yingfei Sun, Mengjie Ren, Shiguang Guo, Ruotong Pan, Hongyu Lin, Le Sun, Xianpei Han

专题命中记忆与上下文管理：AI agent(abstract)；分类 cs.CL

Comments Accepted by Information Processing and Management (IP&M)

2306.07863 2024-01-22 cs.AI 57%

Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control

Longtao Zheng, Rundong Wang, Xinrun Wang, Bo An

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments ICLR 2024. Project page: https://ltzheng.github.io/Synapse

2208.11344 2024-01-22 cs.LG 57%

Time-to-Green predictions for fully-actuated signal control systems with supervised learning

Alexander Genser, Michail A. Makridis, Kaidi Yang, Lukas Ambühl, Monica Menendez, Anastasios Kouvelas

专题命中记忆与上下文管理：planning(abstract)；分类 cs.LG

2401.08081 2024-01-17 cs.LG cs.SI 57%

Predicting Next Useful Location With Context-Awareness: The State-Of-The-Art

Alireza Nezhadettehad, Arkady Zaslavsky, Rakib Abdur, Siraj Ahmed Shaikh, Seng W. Loke, Guang-Li Huang, Alireza Hassani

专题命中记忆与上下文管理：planning(abstract)；分类 cs.LG

2401.07298 2024-01-17 stat.ML cs.LG 57%

Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems

Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Revision of the paper accepted by NeurIPS 2022

2401.03581 2024-01-09 cs.HC cs.AI cs.RO 57%

Evaluating and Personalizing User-Perceived Quality of Text-to-Speech Voices for Delivering Mindfulness Meditation with Different Physical Embodiments

Zhonghao Shi, Han Chen, Anna-Maria Velentza, Siqi Liu, Nathaniel Dennler, Allison O'Connell, Maja Matarić

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments Published in Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pp. 516-524. 2023

2312.13863 2024-01-04 cs.LG cs.CR cs.RO 57%

Manipulating Trajectory Prediction with Backdoors

Kaouther Messaoud, Kathrin Grosse, Mickael Chen, Matthieu Cord, Patrick Pérez, Alexandre Alahi

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments 9 pages, 7 figures

2308.09595 2024-01-04 cs.AI 57%

Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents

Arrasy Rahman, Jiaxun Cui, Peter Stone

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments Accepted at AAAI-24 conference

2401.01165 2024-01-03 cs.LG eess.SP 57%

Reinforcement Learning for SAR View Angle Inversion with Differentiable SAR Renderer

Yanni Wang, Hecheng Jia, Shilei Fu, Huiping Lin, Feng Xu

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2312.15523 2023-12-27 cs.CY cs.CL cs.HC physics.soc-ph 57%

The Persuasive Power of Large Language Models

Simon Martin Breum, Daniel Vædele Egdal, Victor Gram Mortensen, Anders Giovanni Møller, Luca Maria Aiello

专题命中记忆与上下文管理：agent(abstract)；分类 cs.CL

Comments 9 pages, 6 figures, 3 tables, 1 page in appendix

2203.08638 2023-12-27 cs.SE 57%

Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State-of-the-Practice

Bentley James Oakes, Michalis Famelis, Houari Sahraoui

专题命中记忆与上下文管理：workflow(abstract)；分类 cs.SE

Comments 33 pages 14 figures

2312.12461 2023-12-21 cs.LG 57%

Bird Movement Prediction Using Long Short-Term Memory Networks to Prevent Bird Strikes with Low Altitude Aircraft

Elaheh Sabziyan Varnousfaderani, Syed A. M. Shihab

专题命中记忆与上下文管理：planning(abstract)；分类 cs.LG

Comments 84 figures

2312.11663 2023-12-20 cs.LG stat.ML 57%

Eliciting Kemeny Rankings

Anne-Marie George, Christos Dimitrakakis

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments This is a long version of the AAAI'24 publication under the same title

2312.08602 2023-12-15 cs.LO cs.LG 57%

Omega-Regular Decision Processes

Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2305.10697 2023-12-14 cs.LG stat.ML 57%

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond

Jiin Woo, Gauri Joshi, Yuejie Chi

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Short version at ICML 2023

2312.04216 2023-12-08 cs.LG 57%

CODEX: A Cluster-Based Method for Explainable Reinforcement Learning

Timothy K. Mathes, Jessica Inman, Andrés Colón, Simon Khan

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2023 Workshop on Explainable Artificial Intelligence (XAI)

2106.00198 2023-12-08 cs.LG cs.GT cs.MA math.OC 57%

Gradient play in stochastic games: stationary points, convergence, and sample complexity

Runyu Zhang, Zhaolin Ren, Na Li

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2310.15890 2023-12-07 cs.LG 57%

Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data

Sai Aparna Aketi, Kaushik Roy

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments 12 pages, 7 figures, 11 tables. arXiv admin note: text overlap with arXiv:2305.04792

Journal ref IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024

1. 记忆与上下文管理 4793 篇

Associative Memory Based Experience Replay for Deep Reinforcement Learning

Contrastive Initial State Buffer for Reinforcement Learning

Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning Approach

DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models

Persuasion, Delegation, and Private Information in Algorithm-Assisted Decisions

Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps

Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure

Unsupervised Salient Patch Selection for Data-Efficient Reinforcement Learning

Online Recommendations for Agents with Discounted Adaptive Preferences

Approximating the Shapley Value without Marginal Contributions

Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems

Shabari: Delayed Decision-Making for Faster and Efficient Serverless Functions

AI for social science and social science of AI: A Survey

Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control

Time-to-Green predictions for fully-actuated signal control systems with supervised learning

Predicting Next Useful Location With Context-Awareness: The State-Of-The-Art

Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems

Evaluating and Personalizing User-Perceived Quality of Text-to-Speech Voices for Delivering Mindfulness Meditation with Different Physical Embodiments

Manipulating Trajectory Prediction with Backdoors

Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents

Reinforcement Learning for SAR View Angle Inversion with Differentiable SAR Renderer

The Persuasive Power of Large Language Models

Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State-of-the-Practice

Bird Movement Prediction Using Long Short-Term Memory Networks to Prevent Bird Strikes with Low Altitude Aircraft

Eliciting Kemeny Rankings

Omega-Regular Decision Processes

The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond

CODEX: A Cluster-Based Method for Explainable Reinforcement Learning

Gradient play in stochastic games: stationary points, convergence, and sample complexity

Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data