Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning Paper • 2510.25992 • Published Oct 29, 2025 • 48
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 34
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory Paper • 2509.25140 • Published Sep 29, 2025 • 15
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Paper • 2605.10899 • Published May 11 • 61
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Paper • 2406.02818 • Published Jun 4, 2024 • 2
FinanceHarness: Autonomous Financial Deep Research Framework Paper • 2607.27853 • Published Aug 7 • 12
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval Paper • 2408.01875 • Published Aug 3, 2024
TableRAG: Million-Token Table Understanding with Language Models Paper • 2410.04739 • Published Oct 7, 2024 • 1
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving Paper • 2502.16111 • Published Feb 22, 2025 • 9
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation Paper • 2503.07826 • Published Mar 10, 2025
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents Paper • 2503.08026 • Published Mar 11, 2025
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published Sep 21 • 221
Harness^2: Recursive Agent Harnessing for an Open World Paper • 2610.14224 • Published 21 days ago • 126
VIS-Ground: Video Interactive Storytelling with Contextual Grounding Paper • 2610.09326 • Published 23 days ago • 75
Harness^2: Recursive Agent Harnessing for an Open World Paper • 2610.14224 • Published 21 days ago • 126
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published Sep 21 • 221