CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization

16 October 2023

Bodhisattwa Prasad Majumder

Bhavana Dalvi

Peter Alexander Jansen

Oyvind Tafjord

Papers citing "CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization"

30 / 30 papers shown

Title
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 149 0 0 28 Apr 2025
Inducing Programmatic Skills for Agentic Tasks Zora Zhiruo Wang Apurva Gandhi Graham Neubig Daniel Fried LLMAG 45 0 0 09 Apr 2025
Revealing the Barriers of Language Agents in Planning Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 32 6 0 16 Oct 2024
SEGMENT+: Long Text Processing with Short-Context Language Models Wei Shi Shuang Li Kerun Yu Jinglei Chen Zujie Liang ... Feng Wei Bo Zheng Jiaqing Liang Jiangjie Chen Yanghua Xiao RALM VLM 57 2 0 09 Oct 2024
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making Dayuan Fu Biqing Qi Yihuai Gao Che Jiang Guanting Dong Bowen Zhou LLMAG 31 2 0 25 Sep 2024
Agent Workflow Memory Zora Zhiruo Wang Jiayuan Mao Daniel Fried Graham Neubig LLMAG 38 21 0 11 Sep 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 29 4 0 18 Aug 2024
Enhancing Agent Learning through World Dynamics Modeling Zhiyuan Sun Haochen Shi Marc-Alexandre Côté Glen Berseth Xingdi Yuan Bang Liu 49 3 0 25 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models Bodhisattwa Prasad Majumder Harshit Surana Dhruv Agarwal Bhavana Dalvi Mishra Abhijeetsingh Meena Aryan Prakhar Tirth Vora Tushar Khot Ashish Sabharwal Peter Clark ELM 42 9 0 01 Jul 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Gabriel H. Sarch Lawrence Jang Michael J. Tarr William W. Cohen Kenneth Marino Katerina Fragkiadaki LLMAG 50 0 0 20 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Alexander Jansen Marc-Alexandre Côté Tushar Khot Erin Bransom Bhavana Dalvi Mishra Bodhisattwa Prasad Majumder Oyvind Tafjord Peter Clark LLMAG 37 21 0 10 Jun 2024
PDDLEGO: Iterative Planning in Textual Environments Li Zhang Peter Alexander Jansen Tianyi Zhang Peter Clark Chris Callison-Burch Niket Tandon LM&Ro 31 4 0 30 May 2024
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen Yihang Li Yanting Yang Shiyu Yu Binbin Lin Xiaofei He LLMAG 36 1 0 25 May 2024
HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models Gabriel H. Sarch Sahil Somani Raghav Kapoor Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 34 3 0 29 Apr 2024
Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs Bahar Radmehr Adish Singla Tanja Kaser LLMAG AI4CE 38 6 0 29 Apr 2024
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning Zhouhang Xie Bodhisattwa Prasad Majumder Mengjie Zhao Yoshinori Maeda Keiichi Yamada Hiromi Wakaki Julian McAuley 37 3 0 23 Mar 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following Haochen Shi Zhiyuan Sun Xingdi Yuan Marc-Alexandre Côté Bang Liu LLMAG 32 10 0 05 Mar 2024
Data-driven Discovery with Large Generative Models Bodhisattwa Prasad Majumder Harshit Surana Dhruv Agarwal Sanchaita Hazra Ashish Sabharwal Peter Clark 35 9 0 21 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 26 4 0 12 Feb 2024
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills Kolby Nottingham Bodhisattwa Prasad Majumder Bhavana Dalvi Sameer Singh Peter Clark Roy Fox 40 7 0 05 Feb 2024
A Survey on Robotics with Foundation Models: toward Embodied AI Zhiyuan Xu Kun Wu Junjie Wen Jinming Li Ning Liu Zhengping Che Jian Tang AI4CE LRM LM&Ro 23 24 0 04 Feb 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 25 13 0 29 Jan 2024
Towards Uncertainty-Aware Language Agent Jiuzhou Han Wray L. Buntine Ehsan Shareghi LLMAG AI4CE 21 4 0 25 Jan 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks Zhiruo Wang Daniel Fried Graham Neubig 19 19 0 23 Jan 2024
Sequential Planning in Large Partially Observable Environments guided by LLMs S. Paul LLMAG 21 0 0 12 Dec 2023
Interpreting User Requests in the Context of Natural Language Standing Instructions Nikita Moghe Patrick Xia Jacob Andreas J. Eisner Benjamin Van Durme Harsh Jhamtani 24 3 0 16 Nov 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,734 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 240 2,479 0 06 Oct 2022
Replay-Guided Adversarial Environment Design Minqi Jiang Michael Dennis Jack Parker-Holder Jakob N. Foerster Edward Grefenstette Tim Rocktaschel 124 95 0 06 Oct 2021