Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
Paper
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2505.01441
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Published
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36
Agentic
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LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
Paper • 2504.16078 • Published • 20 -
Emergent Agentic Transformer from Chain of Hindsight Experience
Paper • 2305.16554 • Published -
DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models
Paper • 2504.02882 • Published • 7 -
ATLAS: Learning to Optimally Memorize the Context at Test Time
Paper • 2505.23735 • Published • 23 -
Self-Challenging Language Model Agents
Paper • 2506.01716 • Published • 9