Scoring Higher, Answering Worse: Mitigating Reward Hacking in Rubric-Based RL via Protocol-Level Rubrics
Paper • 2609.38847 • Published • 18
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Agent-Reflex: Teaching Language Agents to Act Reflectively
Paper • 2610.17953 • Published • 47 -
Multiscale Policy Optimization for Long-Horizon LLM Agents
Paper • 2610.35013 • Published • 30 -
The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents
Paper • 2610.36077 • Published • 44 -
Memory Tax: Dissecting the Net Value of Agent Memory
Paper • 2610.34073 • Published • 29