PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Yutao, Li, Junsong, Pan, Qianjun, Zhou, Jie, Chen, Kai, Chen, Qin, Zhao, Jingyuan, Zhou, Ningning, Li, Xin, He, Liang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor
by: Pan, Qianjun, et al.
Published: (2026)
by: Pan, Qianjun, et al.
Published: (2026)
Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
by: Cai, Yuxuan, et al.
Published: (2025)
by: Cai, Yuxuan, et al.
Published: (2025)
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
by: Yang, Yutao, et al.
Published: (2026)
by: Yang, Yutao, et al.
Published: (2026)
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization
by: Li, Junsong, et al.
Published: (2025)
by: Li, Junsong, et al.
Published: (2025)
Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
by: Cai, Yuxuan, et al.
Published: (2026)
by: Cai, Yuxuan, et al.
Published: (2026)
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback
by: Yang, Yutao, et al.
Published: (2025)
by: Yang, Yutao, et al.
Published: (2025)
Teaching LLMs for Step-Level Automatic Math Correction via Reinforcement Learning
by: Li, Junsong, et al.
Published: (2025)
by: Li, Junsong, et al.
Published: (2025)
Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories
by: Chen, Shilian, et al.
Published: (2025)
by: Chen, Shilian, et al.
Published: (2025)
Forget What's Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning
by: Zhan, Bihao, et al.
Published: (2025)
by: Zhan, Bihao, et al.
Published: (2025)
On Safety Risks in Experience-Driven Self-Evolving Agents
by: Zhao, Weixiang, et al.
Published: (2026)
by: Zhao, Weixiang, et al.
Published: (2026)
DiaCBT: A Long-Periodic Dialogue Corpus Guided by Cognitive Conceptualization Diagram for CBT-based Psychological Counseling
by: Zhou, Yougen, et al.
Published: (2025)
by: Zhou, Yougen, et al.
Published: (2025)
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking
by: Gu, Yiyang, et al.
Published: (2024)
by: Gu, Yiyang, et al.
Published: (2024)
OEP: Poisoning Self-Evolving LLM Agents via Locally Correct but Non-Transferable Experiences
by: Wang, Kaixiang, et al.
Published: (2026)
by: Wang, Kaixiang, et al.
Published: (2026)
Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents
by: Fan, Zhiyuan, et al.
Published: (2026)
by: Fan, Zhiyuan, et al.
Published: (2026)
EXG: Self-Evolving Agents with Experience Graphs
by: Jin, Yuxin, et al.
Published: (2026)
by: Jin, Yuxin, et al.
Published: (2026)
UI-Mem: Self-Evolving Experience Memory for Online Reinforcement Learning in Mobile GUI Agents
by: Xiao, Han, et al.
Published: (2026)
by: Xiao, Han, et al.
Published: (2026)
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
by: Wu, Rong, et al.
Published: (2025)
by: Wu, Rong, et al.
Published: (2025)
PRMB: Benchmarking Reward Models in Long-Horizon CBT-based Counseling Dialogue
by: Zhou, Yougen, et al.
Published: (2026)
by: Zhou, Yougen, et al.
Published: (2026)
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law
by: Pan, Qianjun, et al.
Published: (2025)
by: Pan, Qianjun, et al.
Published: (2025)
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
by: Yang, Cheng, et al.
Published: (2025)
by: Yang, Cheng, et al.
Published: (2025)
Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation
by: Yu, Ye, et al.
Published: (2026)
by: Yu, Ye, et al.
Published: (2026)
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)
by: Zhai, Yunpeng, et al.
Published: (2025)
EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning
by: He, Tiantian, et al.
Published: (2026)
by: He, Tiantian, et al.
Published: (2026)
WISE-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents
by: Zhou, Yuqing, et al.
Published: (2026)
by: Zhou, Yuqing, et al.
Published: (2026)
Symbolic Learning Enables Self-Evolving Agents
by: Zhou, Wangchunshu, et al.
Published: (2024)
by: Zhou, Wangchunshu, et al.
Published: (2024)
EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks
by: Feng, Tongtong, et al.
Published: (2025)
by: Feng, Tongtong, et al.
Published: (2025)
Rethinking Experience Utilization in Self-Evolving Language Model Agents
by: Zhao, Weixiang, et al.
Published: (2026)
by: Zhao, Weixiang, et al.
Published: (2026)
SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection
by: Liu, Ziqi, et al.
Published: (2025)
by: Liu, Ziqi, et al.
Published: (2025)
Mitigating Strategy Preference Bias in Emotional Support Conversation via Uncertainty Estimations
by: Zhou, Yougen, et al.
Published: (2025)
by: Zhou, Yougen, et al.
Published: (2025)
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
by: Zheng, Junhao, et al.
Published: (2025)
by: Zheng, Junhao, et al.
Published: (2025)
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
by: Chen, Sixiang, et al.
Published: (2026)
by: Chen, Sixiang, et al.
Published: (2026)
TypeScript Repository Indexing for Code Agent Retrieval
by: Pu, Junsong, et al.
Published: (2026)
by: Pu, Junsong, et al.
Published: (2026)
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
by: Wang, Chenglong, et al.
Published: (2026)
by: Wang, Chenglong, et al.
Published: (2026)
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
by: Fang, Jinyuan, et al.
Published: (2025)
by: Fang, Jinyuan, et al.
Published: (2025)
ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
by: Jin, Yiyang, et al.
Published: (2025)
by: Jin, Yiyang, et al.
Published: (2025)
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
by: Zhang, Shengtao, et al.
Published: (2026)
by: Zhang, Shengtao, et al.
Published: (2026)
EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
by: Chen, Jiaao, et al.
Published: (2026)
by: Chen, Jiaao, et al.
Published: (2026)
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing
by: Weng, Zhaotian, et al.
Published: (2026)
by: Weng, Zhaotian, et al.
Published: (2026)
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience
by: Lin, Zichuan, et al.
Published: (2026)
by: Lin, Zichuan, et al.
Published: (2026)
Similar Items
-
PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor
by: Pan, Qianjun, et al.
Published: (2026) -
Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark
by: Cai, Yuxuan, et al.
Published: (2025) -
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
by: Yang, Yutao, et al.
Published: (2026) -
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization
by: Li, Junsong, et al.
Published: (2025) -
Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
by: Cai, Yuxuan, et al.
Published: (2026)