Tags

53 个页面

Agent

Harnessing Uncertainty：Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

AgentGym-RL：Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

EnvX：Agentize Everything with Agentic AI

RAGEN：Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

ZEP：A TEMPORAL KNOWLEDGE GRAPH ARCHITECTURE FOR AGENT MEMORY

SFR-DeepResearch：Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents

TableMind：An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning

WebExplorer：Explore and Evolve for Training Long-Horizon Web Agents

AGENT WORKFLOW MEMORY

ReSearch：Learning to Reason with Search for LLMs via Reinforcement Learning