Cover Image

FLEX: Continuous Agent Evolution via Forward Learning from Experience

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cai, Zhicheng, Guo, Xinyuan, Pei, Yu, Feng, Jiangtao, Su, Jinsong, Chen, Jiangjie, Zhang, Ya-Qin, Ma, Wei-Ying, Wang, Mingxuan, Zhou, Hao
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
by: Yu, Hongli, et al.
Published: (2025)

Empirical-MCTS: Continuous Agent Evolution via Dual-Experience Monte Carlo Tree Search
by: Lu, Hao, et al.
Published: (2026)

FLEX-MoE: Federated Mixture-of-Experts with Load-balanced Expert Assignment for Edge Computing
by: Zhang, Boyang, et al.
Published: (2025)

DCFold: Efficient Protein Structure Generation with Single Forward Pass
by: Zhang, Zhe, et al.
Published: (2026)

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
by: Chen, Jiangjie, et al.
Published: (2025)

FLEX: FLEXible Federated Learning Framework
by: Herrera, Francisco, et al.
Published: (2024)

City FLEX 89: Meeting the Challenge.
by: Alfano, Kathy
Published: (1989)

SCOPE: Prompt Evolution for Enhancing Agent Effectiveness
by: Pei, Zehua, et al.
Published: (2025)

FLEX: Leveraging FPGA-CPU Synergy for Mixed-Cell-Height Legalization Acceleration
by: Liu, Xingyu, et al.
Published: (2025)

ThinkDial: An Open Recipe for Controlling Reasoning Effort in Large Language Models
by: He, Qianyu, et al.
Published: (2025)

Regression Analysis of Ordinal Panel Count Data in Recurrent Medication Non-adherence
by: Zhou, Jiangjie, et al.
Published: (2025)

Z‐Scheme Charge Flow Activates ZnCo 2 S 4 as an Electron‐Aggregation Site for Photocatalytic Hydrogen Evolution
by: Qianran Feng, et al.
Published: (2026)

Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience
by: Chen, Jiangjie, et al.
Published: (2025)

FLEX: A Largescale Multimodal, Multiview Dataset for Learning Structured Representations for Fitness Action Quality Assessment
by: Yin, Hao, et al.
Published: (2025)

FLEX: Feature Importance from Layered Counterfactual Explanations
by: Keshtmand, Nawid, et al.
Published: (2025)

EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
by: Yuan, Siyu, et al.
Published: (2024)

Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
by: Cai, Yuxuan, et al.
Published: (2026)

Wave-Particle (Continuous-Discrete) Dualistic Visual Tokenization for Unified Understanding and Generation
by: Chen, Yizhu, et al.
Published: (2025)

XSkill: Continual Learning from Experience and Skills in Multimodal Agents
by: Jiang, Guanyu, et al.
Published: (2026)

PEAM: Parametric Embodied Agent Memory through Contrastive Internalization of Experience in Minecraft
by: Guo, Yuchen, et al.
Published: (2026)

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
by: Yang, Yutao, et al.
Published: (2026)

PharmAgents: Building a Virtual Pharma with Large Language Model Agents
by: Gao, Bowen, et al.
Published: (2025)

PresentCoach: Dual-Agent Presentation Coaching through Exemplars and Interactive Feedback
by: Chen, Sirui, et al.
Published: (2025)

FFT-Free PAPR Reduction Methods for OFDM Signals
by: Su, Hao, et al.
Published: (2025)

TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation
by: Wang, Yaoxiang, et al.
Published: (2024)

FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval
by: Xie, Jingyou, et al.
Published: (2024)

Primary productivity in the FLEX box, North Sea (Table 1)
by: Gieskes, W W C, et al.
Published: (1980)

ReFLEX: Length-Generalizable CSI Denoising for MIMO-OFDM via Relative-Frequency Bias
by: Zhang, Zhibin, et al.
Published: (2026)

Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer
by: Zheng, Junhao, et al.
Published: (2024)

Tracing Three Decades of Low Earth Orbit Satellite Communication Development: A Bibliometric and Main Path Analysis of Network Architectures, Protocol Evolution, and Emerging Intelligent Services
by: Wei‐Hao Su, et al.
Published: (2026)

GoalfyMax: A Protocol-Driven Multi-Agent System for Intelligent Experience Entities
by: Wu, Siyi, et al.
Published: (2025)

Impaired Glymphatic Function in Acute Spontaneous Intracerebral Hemorrhage
by: Jinsong Cai, et al.
Published: (2025)

Optimal Low-dimensional Approximation of Transfer Operators via Flow Matching: Computation and Error Analysis
by: Zhang, Zhicheng, et al.
Published: (2024)

EXG: Self-Evolving Agents with Experience Graphs
by: Jin, Yuxin, et al.
Published: (2026)

EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
by: Xue, Taofeng, et al.
Published: (2026)

Confounding Robust Continuous Control via Automatic Reward Shaping
by: Juliani, Mateo, et al.
Published: (2026)

TokenFLEX: Unified VLM Training for Flexible Visual Tokens Inference
by: Hu, Junshan, et al.
Published: (2025)

FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models
by: Jung, Dahyun, et al.
Published: (2025)

THE DYNAMIC STOCHASTIC LINEAR PROGRAMMING MODEL FOR MANAGEMENT IN THE CONSUMPTION OF FUEL IN FLEX
by: Paulo César Chagas Rodrigues
Published: (2012)

CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation
by: Dai, Weinan, et al.
Published: (2026)