Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning Paper • 2511.14460 • Published Nov 18 • 19
From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization Paper • 2508.09191 • Published Aug 8
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation Paper • 2410.05711 • Published Oct 8, 2024
PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature Paper • 2510.10909 • Published Oct 13