Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 23 days ago • 37
From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory Paper • 2606.08656 • Published Jun 7 • 3
AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published Jul 23 • 95
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 148
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 148
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published Jun 10 • 50
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 80
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 80
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors Paper • 2605.31042 • Published May 29 • 17
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning Paper • 2605.24486 • Published May 23 • 6
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning Paper • 2605.24486 • Published May 23 • 6
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent Paper • 2605.24468 • Published May 23 • 4
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent Paper • 2605.24468 • Published May 23 • 4
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 9
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning Paper • 2601.04726 • Published Jan 8 • 9