AI Agent

Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks

Manuel Santos Pereira, Luís Tripa, Nélson Lima, Francisco Caldas, Cláudia Soares

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

Comments 14 pages, 25 figures, 3 tables. 75th International Astronautical Congress (IAC), Milan, Italy, 14-18 October

Journal ref IAC-24,C1,IPB,13,x87864. 2024

Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations

Yupei Yang, Biwei Huang, Fan Feng, Xinyue Wang, Shikui Tu, Lei Xu

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

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong

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

Tell Me Why: Incentivizing Explanations

Siddarth Srinivasan, Ezra Karger, Michiel Bakker, Yiling Chen

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

Strategy Game-Playing with Size-Constrained State Abstraction

Linjie Xu, Diego Perez-Liebana, Alexander Dockhorn

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

Comments 8 pages, published in Proceedings of the Conference on Games 2024, codes are open-sourced at https://github.com/GAIGResearch/Stratega

On the existence of EFX allocations in multigraphs

Alkmini Sgouritsa, Minas Marios Sotiriou

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

RenderWorld: World Model with Self-Supervised 3D Label

Ziyang Yan, Wenzhen Dong, Yihua Shao, Yuhang Lu, Liu Haiyang, Jingwen Liu, Haozhe Wang, Zhe Wang, Yan Wang, Fabio Remondino, Yuexin Ma

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

Comments Accepted in 2025 IEEE International Conference on Robotics and Automation (ICRA)

Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features

Ugochukwu Orji, Çiçek Güven, Dan Stowell

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

Is That Rain? Understanding Effects on Visual Odometry Performance for Autonomous UAVs and Efficient DNN-based Rain Classification at the Edge

Andrea Albanese, Yanran Wang, Davide Brunelli, David Boyle

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

Reinforcement-Learning Portfolio Allocation with Dynamic Embedding of Market Information

Jinghai He, Cheng Hua, Chunyang Zhou, Zeyu Zheng

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

Towards Lifelong Dialogue Agents via Timeline-based Memory Management

Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak, Hyungjoo Chae, Taeyoon Kwon, Yohan Jo, Seung-won Hwang, Dongha Lee, Jinyoung Yeo

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

Comments Accepted to NAACL 2025

ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction

Izzeddin Teeti, Aniket Thomas, Munish Monga, Sachin Kumar, Uddeshya Singh, Andrew Bradley, Biplab Banerjee, Fabio Cuzzolin

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

The Animal-AI Environment: A Virtual Laboratory For Comparative Cognition and Artificial Intelligence Research

Konstantinos Voudouris, Ibrahim Alhas, Wout Schellaert, Matteo G. Mecattaf, Ben Slater, Matthew Crosby, Joel Holmes, John Burden, Niharika Chaubey, Niall Donnelly, Matishalin Patel, Marta Halina, José Hernández-Orallo, Lucy G. Cheke

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

Comments 37 pages, 16 figures, 6 tables

Neural Risk-sensitive Satisficing in Contextual Bandits

Shogo Ito, Tatsuji Takahashi, Yu Kono

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

Comments Accepted by AROB-ISBC 2025

An Empirical Study of Deep Reinforcement Learning in Continuing Tasks

Yi Wan, Dmytro Korenkevych, Zheqing Zhu

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

A hybrid marketplace of ideas

Tomer Jordi Chaffer, Dontrail Cotlage, Justin Goldston

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

Exploring and Learning Structure: Active Inference Approach in Navigational Agents

Daria de Tinguy, Tim Verbelen, Bart Dhoedt

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

Comments IWAI workshop 2024

Journal ref C. L. Buckley et al. (Eds.): IWAI 2024, CCIS 2193, pp. 105-118, 2025

Regularized Proportional Fairness Mechanism for Resource Allocation Without Money

Sihan Zeng, Sujay Bhatt, Alec Koppel, Sumitra Ganesh

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

A Grounded Observer Framework for Establishing Guardrails for Foundation Models in Socially Sensitive Domains

Rebecca Ramnauth, Dražen Brščić, Brian Scassellati

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

Comments arXiv admin note: text overlap with arXiv:2412.18023

Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties

Shaswat Mohanty, Yifan Wang, Wei Cai

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

Comments 17 pages, 7 figures

Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach

Shuang Qiu, Boxiang Lyu, Qinglin Meng, Zhaoran Wang, Zhuoran Yang, Michael I. Jordan

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

Comments Accepted in JMLR 2024

Reservoir Computing for Fast, Simplified Reinforcement Learning on Memory Tasks

Kevin McKee

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

Comments 9 pages, 6 figures

Superficial Consciousness Hypothesis for Autoregressive Transformers

Yosuke Miyanishi, Keita Mitani

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

Comments Accepted to PSS Workshop at AAAI25

Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents

Zhiguang Wu, Fengbin Zhu, Xuequn Shang, Yupei Zhang, Pan Zhou

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

A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication

Homa Nikbakht, Michèle Wigger, Shlomo Shamai, H. Vincent Poor

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

Characterized Diffusion Networks for Enhanced Autonomous Driving Trajectory Prediction

Haoming Li

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

Comments 7 pages, 0 figures

Exploration by Running Away from the Past

Paul-Antoine Le Tolguenec, Yann Besse, Florent Teichteil-Koenigsbuch, Dennis G. Wilson, Emmanuel Rachelson

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

AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers

Jake Grigsby, Justin Sasek, Samyak Parajuli, Daniel Adebi, Amy Zhang, Yuke Zhu

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

Comments NeurIPS 2024

Artificial Theory of Mind and Self-Guided Social Organisation

Michael S. Harré, Jaime Ruiz-Serra, Catherine Drysdale

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

Comments 4 pages

RLInspect: An Interactive Visual Approach to Assess Reinforcement Learning Algorithm

Geetansh Kalra, Divye Singh, Justin Jose

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