MARS^2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
Paper • 2604.14564 • Published
agent
-
-
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
Paper • 2604.05808 • Published -
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
Paper • 2603.19677 • Published -
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
Paper • 2603.07972 • Published -
Latent-DARM: Bridging Discrete Diffusion And Autoregressive Models For Reasoning
Paper • 2603.09184 • Published -
Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems
Paper • 2604.21794 • Published -
dLLM: Simple Diffusion Language Modeling
Paper • 2602.22661 • Published • 153 -
Self-Sovereign Agent
Paper • 2604.08551 • Published • 5 -
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
Paper • 2604.04247 • Published • 31