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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Viany Arnold MBOUYOM LEUMALE

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#small language model Open access Sep 2026

FinRL-DeepSeek Revisited: A Reproduction and Multi-Seed Robustness Analysis of LLM-Infused Risk-Sensitive Trading Agents

We reproduce and extend FinRL-DeepSeek (Benhenda, 2025), a trading framework combining Proximal Policy Optimization (PPO) (Schulman et al., 2017), Conditional Value-at-Risk (CVaR) constraints (Rockafellar and Uryasev, 2000), and large language model (LLM) signals extracted from financial news. Using the Nasdaq-100 univ...

Viany Arnold MBOUYOM LEUMALE · 0 citations

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