AI Agent

MemoriesDB: A Temporal-Semantic-Relational Database for Long-Term Agent Memory / Modeling Experience as a Graph of Temporal-Semantic Surfaces

Joel Ward

机构 * CircleClick Labs（CircleClick实验室） 纠错

专题命中 记忆与上下文管理 ：agent(title)；分类 cs.AI

Adaptive Agent Selection and Interaction Network for Image-to-point cloud Registration

Zhixin Cheng, Xiaotian Yin, Jiacheng Deng, Bohao Liao, Yujia Chen, Xu Zhou, Baoqun Yin, Tianzhu Zhang

专题命中 记忆与上下文管理 ：agent(title)；分类 cs.AI

Comments Accepted by AAAI2026

Learning to Focus: Prioritizing Informative Histories with Structured Attention Mechanisms in Partially Observable Reinforcement Learning

Daniel De Dios Allegue, Jinke He, Frans A. Oliehoek

机构 * Delft University of Technology（代尔夫特理工大学） 纠错

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

Comments Accepted to Embodied World Models for Decision Making (EWM) Workshop at NeurIPS 2025

Reinforcement Learning of Structured Control for Linear Systems with Unknown State Matrix

Sayak Mukherjee, Thanh Long Vu

专题命中 记忆与上下文管理 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 13 pages, 7 figures

Journal ref IEEE Transactions on Automatic Control ( Volume: 68, Issue: 3, March 2023)

Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving

Bin Rao, Chengyue Wang, Haicheng Liao, Qianfang Wang, Yanchen Guan, Jiaxun Zhang, Xingcheng Liu, Meixin Zhu, Kanye Ye Wang, Zhenning Li

专题命中 记忆与上下文管理 ：agent(abstract)；multi-agent(abstract)

Comments Accepted at AAAI-26 (AAAI 2026), Main Track

Intent Demonstration in General-Sum Dynamic Games via Iterative Linear-Quadratic Approximations

Jingqi Li, Anand Siththaranjan, Somayeh Sojoudi, Claire Tomlin, Andrea Bajcsy

专题命中 记忆与上下文管理 ：agent(abstract)；autonomous agent(abstract)

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation

Yuxuan Zhou, Tao Yu, Wen Huang, Yuheng Zhang, Tao Dai, Shu-Tao Xia

专题命中 记忆与上下文管理 ：agent(abstract)

Fiedler-Based Characterization and Identification of Leaders in Semi-Autonomous Networks

Evyatar Matmon, Daniel Zelazo

专题命中 记忆与上下文管理 ：agent(abstract)

Optimal Strategy Revision in Population Games: A Mean Field Game Theory Perspective

Julian Barreiro-Gomez, Shinkyu Park

专题命中 记忆与上下文管理 ：agent(abstract)

Mean Field LQG Social Optimization: A Reinforcement Learning Approach

Zhenhui Xu, Bing-Chang Wang, Tielong Shen

专题命中 记忆与上下文管理 ：agent(abstract)

Comments 16 pages

Journal ref Automatica 172 (2025): 111924