Self-Improving-Coding-Agents/SI2CA-Training-Trajectories
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AI & ML interests
Self-improving coding agents, recursive self-improvement, agentic reasoning, trajectory curation, and model distillation.
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MasterVito
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MasterVito
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MasterVito
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MasterVito
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MasterVito
authored 2
papers about 1 year ago
MasterVito
authored 3
papers over 1 year ago
TL;DR: Too Long, Do Re-weighting for Effcient LLM Reasoning Compression
Paper • 2506.02678 • Published • 5
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs
Paper • 2506.14245 • Published • 45
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
Paper • 2506.08989 • Published • 14