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Lifelong Learning of Large Language Model based Agents: A Roadmap

Lifelong Learning of Large Language Model based Agents: A Roadmap

13 January 2025
Junhao Zheng
Chengming Shi
Xidi Cai
Qiuke Li
Duzhen Zhang
Cuiping Li
Dong Yu
Qianli Ma
    CLL
    KELM
    LLMAG
    LM&Ro
    AI4CE
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Papers citing "Lifelong Learning of Large Language Model based Agents: A Roadmap"

7 / 7 papers shown
Title
Information-Theoretic Complementary Prompts for Improved Continual Text Classification
Information-Theoretic Complementary Prompts for Improved Continual Text Classification
Duzhen Zhang
Yong Ren
Chenxing Li
Dong Yu
Tielin Zhang
CLL
VLM
64
0
0
27 May 2025
Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models
Chi-Yuan Hsiao
Ke-Han Lu
Kai-Wei Chang
Chih-Kai Yang
Wei-Chih Chen
Hung-yi Lee
CLL
MoMe
157
0
0
23 May 2025
Coloring Between the Lines: Personalization in the Null Space of Planning Constraints
Coloring Between the Lines: Personalization in the Null Space of Planning Constraints
Tom Silver
Rajat Kumar Jenamani
Ziang Liu
Ben Dodson
Tapomayukh Bhattacharjee
53
0
0
21 May 2025
Toward Embodied AGI: A Review of Embodied AI and the Road Ahead
Toward Embodied AGI: A Review of Embodied AI and the Road Ahead
Yequan Wang
Aixin Sun
LM&Ro
AI4CE
97
0
0
20 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Wenhao Li
Bo Jin
Mingyi Hong
Changhong Lu
Xiangfeng Wang
121
0
0
07 May 2025
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI
Lik Hang Kenny Wong
Xueyang Kang
Kaixin Bai
Jianwei Zhang
100
0
0
01 May 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms
Seungwon Lim
Sungwoong Kim
Jihwan Yu
Sungjae Lee
Jiwan Chung
Youngjae Yu
94
1
0
18 Mar 2025
1