TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning Paper • 2601.04698 • Published Jan 8 • 10
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published Jan 8 • 166
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback Paper • 2512.22336 • Published Dec 26, 2025 • 2
LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls Paper • 2511.09148 • Published Nov 12, 2025 • 18