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cs.AI2026
Discrete Action Space as a Prerequisite for GRPO Convergence in Small-Model Continuous Control
Dmytro Filatov, Valentyn Fedorov, Vira Filatova
We study whether Group Relative Policy Optimization (GRPO) can fine-tune small language models for simulated quadrotor continuous-control tasks. In our benchmark, vanilla GRPO fine…
cs.AI2025★ 1 cited
AI-Driven Decision-Making System for Hiring Process
Vira Filatova, Andrii Zelenchuk, Dmytro Filatov
Early-stage candidate validation is a major bottleneck in hiring, because recruiters must reconcile heterogeneous inputs (resumes, screening answers, code assignments, and limited…