AI Agent

Devil's Advocate: Anticipatory Reflection for LLM Agents

Haoyu Wang, Tao Li, Zhiwei Deng, Dan Roth, Yang Li

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

Comments 13 pages, 6 figures

MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading

Chuqiao Zong, Chaojie Wang, Molei Qin, Lei Feng, Xinrun Wang, Bo An

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

Comments Accepted to KDD 2024

Current state of LLM Risks and AI Guardrails

Suriya Ganesh Ayyamperumal, Limin Ge

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

Comments Independent study, Exploring LLMs, Deploying LLMs and their Risks

Surprise! Using Physiological Stress for Allostatic Regulation Under the Active Inference Framework [Pre-Print]

Imran Khan, Robert Lowe

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

Comments 14 pages, 4 figures

Reflective Artificial Intelligence

Peter R. Lewis, Stefan Sarkadi

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

Journal ref Minds & Machines 34, 14 (2024)

Mixture-of-Agents Enhances Large Language Model Capabilities

Junlin Wang, Jue Wang, Ben Athiwaratkun, Ce Zhang, James Zou

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

GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation

Joshua Ransiek, Johannes Plaum, Jacob Langner, Eric Sax

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

Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPs

Filippo Valdettaro, A. Aldo Faisal

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

Comments 19 pages, 13 figures, 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024)

Consciousness defined: requirements for biological and artificial general intelligence

Craig I. McKenzie

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

Comments 16 pages, 1 figure, 2 tables, 74 references

Nadine: An LLM-driven Intelligent Social Robot with Affective Capabilities and Human-like Memory

Hangyeol Kang, Maher Ben Moussa, Nadia Magnenat-Thalmann

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

MetaCURL: Non-stationary Concave Utility Reinforcement Learning

Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane

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

Reverse Image Retrieval Cues Parametric Memory in Multimodal LLMs

Jialiang Xu, Michael Moor, Jure Leskovec

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

On the importance of cross-task features for class-incremental learning

Albin Soutif--Cormerais, Marc Masana, Joost van de Weijer, Bartłomiej Twardowski

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

Comments Accepted at the Theory and Foundation of Continual Learning Workshop, International Conference on Machine Learning (ICML) 2021. Supplementary material included. V4 includes additional results of linear probing of intermediate representations that were added to the supplementary

Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces

Brahma S. Pavse, Matthew Zurek, Yudong Chen, Qiaomin Xie, Josiah P. Hanna

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

Comments Accepted to International Conference on Machine Learning (ICML) 2024

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Nian Li, Chen Gao, Mingyu Li, Yong Li, Qingmin Liao

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

Comments ACL 2024 (main conference)

Stability and Diversity in Collective Adaptation

Yuzuru Sato, Eizo Akiyama, James P. Crutchfield

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

Comments 22 pages, 23 figures; updated references, corrected typos, changed content

Spatial and Surface Correspondence Field for Interaction Transfer

Zeyu Huang, Honghao Xu, Haibin Huang, Chongyang Ma, Hui Huang, Ruizhen Hu

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

Comments Accepted to SIGGRAPH 2024, project page at https://vcc.tech/research/2024/InterTransfer

Lying Graph Convolution: Learning to Lie for Node Classification Tasks

Daniele Castellana

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

Comments Accepted to IJCNN2024

Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers

Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas Maier, Dorin Comaniciu, Florin C. Ghesu

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

A Survey on the Memory Mechanism of Large Language Model based Agents

Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen

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

Comments 39 pages, 5 figures, 4 tables

Learning Symbolic Task Representation from a Human-Led Demonstration: A Memory to Store, Retrieve, Consolidate, and Forget Experiences

Luca Buoncompagni, Fulvio Mastrogiovanni

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

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang

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

Comments 11 pages, 4 figures

Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention

Suleyman Ozdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci

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

Comments 2024 Symposium on Eye Tracking Research and Applications (ETRA24), Glasgow, United Kingdom

Cascading Reinforcement Learning

Yihan Du, R. Srikant, Wei Chen

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

MTLight: Efficient Multi-Task Reinforcement Learning for Traffic Signal Control

Liwen Zhu, Peixi Peng, Zongqing Lu, Yonghong Tian

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

MemoNav: Working Memory Model for Visual Navigation

Hongxin Li, Zeyu Wang, Xu Yang, Yuran Yang, Shuqi Mei, Zhaoxiang Zhang

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

Comments Accepted to CVPR 2024. Code: https://github.com/ZJULiHongxin/MemoNav

Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games

Yikuan Yan, Yaolun Zhang, Keman Huang

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

Comments 10 pages

Reinforcement Learning with Options and State Representation

Ayoub Ghriss, Masashi Sugiyama, Alessandro Lazaric

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

Comments Master Thesis 2018, MVA ENS Paris-Saclay, Tokyo RIKEN AIP

SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction

Yang Zhou, Hao Shao, Letian Wang, Steven L. Waslander, Hongsheng Li, Yu Liu

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

Comments Camera-ready version for CVPR 2024

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation

Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, Rui Yan

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