Preprint
Jul 2026
Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning
This work provides a first look at the AgenticAI-Supervisor platform's core capabilities through a Customer Support Agent case study demonstrating a consistent closed-loop feedback for model optimization, and mitigates reward hacking through rigorous internal state validation and testing.
Akshay Arora, Ishan Nigam, Ashutosh Aggarwal et al.
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