Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 16 days ago • 217
SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent Paper • 2605.24468 • Published May 23 • 4
ChatShopBuddy: Towards Reliable Conversational Shopping Agents via Reinforcement Learning Paper • 2603.06065 • Published Mar 6 • 1
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 16 days ago • 217
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 128
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors Paper • 2605.31042 • Published May 29 • 17
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors Paper • 2605.31042 • Published May 29 • 17
From Matching to Generation: A Survey on Generative Information Retrieval Paper • 2404.14851 • Published Apr 23, 2024
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published May 22, 2025 • 60
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation Paper • 2505.10413 • Published May 15, 2025
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Paper • 2506.21384 • Published Jun 26, 2025 • 1
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search Paper • 2507.02652 • Published Jul 3, 2025 • 26
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 103