Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation
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2509.25849
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Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget
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Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
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2509.07969
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Reverse-Engineered Reasoning for Open-Ended Generation
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2509.06160
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Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
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2509.04292
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UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
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2509.02544
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TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
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2508.17445
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UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
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2508.18756
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FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
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2508.11987
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