From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models
Paper • 2604.09459 • Published • 11
Norris Wheeler
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papers 1 day ago
Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization
Paper • 2604.11259 • Published • 11
TRACE: Capability-Targeted Agentic Training
Paper • 2604.05336 • Published • 13
Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
Paper • 2604.11753 • Published • 14
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
Paper • 2603.27490 • Published • 17
Efficient RL Training for LLMs with Experience Replay
Paper • 2604.08706 • Published • 17
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
Paper • 2604.08865 • Published • 27
Multi-User Large Language Model Agents
Paper • 2604.08567 • Published • 25
CodeTracer: Towards Traceable Agent States
Paper • 2604.11641 • Published • 37
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance
Paper • 2604.12627 • Published • 92
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe
Paper • 2604.13016 • Published • 71
Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation
Paper • 2604.10098 • Published • 72
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping
Paper • 2604.11297 • Published • 132
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
Paper • 2604.11784 • Published • 129
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Welcome GPT OSS, the new open-source model family from OpenAI!
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