AI Agent

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

Learning Memory Mechanisms for Decision Making through Demonstrations

William Yue, Bo Liu, Peter Stone

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

A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions

Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya

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

Comments 12 pages, 15 figures, 4 tables

Journal ref in IEEE Transactions on Services Computing, vol. 17, no. 5, pp. 1899-1910, Sept.-Oct. 2024

CROPS: A Deployable Crop Management System Over All Possible State Availabilities

Jing Wu, Zhixin Lai, Shengjie Liu, Suiyao Chen, Ran Tao, Pan Zhao, Chuyuan Tao, Yikun Cheng, Naira Hovakimyan

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

On Generative Agents in Recommendation

An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua

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

Comments SIGIR 2024 perspective paper

Noisy Zero-Shot Coordination: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games

Usman Anwar, Ashish Pandian, Jia Wan, David Krueger, Jakob Foerster

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

LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos

Ying Wang, Yanlai Yang, Mengye Ren

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

AGILE: A Novel Reinforcement Learning Framework of LLM Agents

Peiyuan Feng, Yichen He, Guanhua Huang, Yuan Lin, Hanchong Zhang, Yuchen Zhang, Hang Li

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

Comments accepted by NeurIPS 2024

Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey

Mehmet Bulut

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

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

Xinlei Wang, Maike Feng, Jing Qiu, Jinjin Gu, Junhua Zhao

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

Comments This paper has been accepted for NeurIPS 2024. Code and data are available at https://github.com/ameliawong1996/From_News_to_Forecast

Reference-Free Formula Drift with Reinforcement Learning: From Driving Data to Tire Energy-Inspired, Real-World Policies

Franck Djeumou, Michael Thompson, Makoto Suminaka, John Subosits

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

Comments Initial submission to ICRA 2025

Bandits with Stochastic Experts: Constant Regret, Empirical Experts and Episodes

Nihal Sharma, Rajat Sen, Soumya Basu, Karthikeyan Shanmugam, Sanjay Shakkottai

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

Journal ref ACM Transactions on Modeling and Performance Evaluation of Computing Systems 9.3 (2024): 1-33

A Tutorial on the Use of Physics-Informed Neural Networks to Compute the Spectrum of Quantum Systems

Lorenzo Brevi, Antonio Mandarino, Enrico Prati

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

Comments 18 pages, 4 figures

Journal ref Technologies 12, 174 (2024)

Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuning

Arijit Das

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

Comments 10 pages, 3 tables, 3 figures

The Best Defense is a Good Offense: Countering LLM-Powered Cyberattacks

Daniel Ayzenshteyn, Roy Weiss, Yisroel Mirsky

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

A Survey of Ontology Expansion for Conversational Understanding

Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao

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

Comments Accepted by EMNLP 2024, code and data are available at this https URL: https://github.com/liangjinggui/Ontology-Expansion

Encode-Store-Retrieve: Augmenting Human Memory through Language-Encoded Egocentric Perception

Junxiao Shen, John Dudley, Per Ola Kristensson

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

KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance

Jingxian Lu, Wenke Xia, Dong Wang, Zhigang Wang, Bin Zhao, Di Hu, Xuelong Li

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

Comments Accepted by CoRL 2024

React-OT: Optimal Transport for Generating Transition State in Chemical Reactions

Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik

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

Real-World Cooking Robot System from Recipes Based on Food State Recognition Using Foundation Models and PDDL

Naoaki Kanazawa, Kento Kawaharazuka, Yoshiki Obinata, Kei Okada, Masayuki Inaba

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

Comments Accepted at Advanced Robotics, website - https://kanazawanaoaki.github.io/cook-from-recipe-pddl/

Towards Embedding Dynamic Personas in Interactive Robots: Masquerading Animated Social Kinematics (MASK)

Jeongeun Park, Taemoon Jeong, Hyeonseong Kim, Taehyun Byun, Seungyoon Shin, Keunjun Choi, Jaewoon Kwon, Taeyoon Lee, Matthew Pan, Sungjoon Choi

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

Comments Accepted at Robotics and Automation Letters

Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework

Minxuan Duan, Yinlong Qian, Lingyi Zhao, Zihao Zhou, Zeeshan Rasheed, Rose Yu, Khurram Shafique

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

Comments 12 pages

"Give Me an Example Like This": Episodic Active Reinforcement Learning from Demonstrations

Muhan Hou, Koen Hindriks, A. E. Eiben, Kim Baraka

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

Evolution of statistical analysis in empirical software engineering research: Current state and steps forward

Francisco Gomes de Oliveira Neto, Richard Torkar, Robert Feldt, Lucas Gren, Carlo A. Furia, Ziwei Huang

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

Comments journal submission, 34 pages, 8 figures

Removing the need for ground truth UWB data collection: self-supervised ranging error correction using deep reinforcement learning

Dieter Coppens, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter

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

Comments 13 pages, 9 figures and 5 tables

Imitation Learning by State-Only Distribution Matching

Damian Boborzi, Christoph-Nikolas Straehle, Jens S. Buchner, Lars Mikelsons

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

Combinatorial Causal Bandits without Graph Skeleton

Shi Feng, Nuoya Xiong, Wei Chen

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

Comments 56 pages, 7 figures