• Advanced Policy Gradients: TRPO

  20 min read   ·   July 06, 2026

  2026   ·   rl   policy-gradients   trpo   trust-region   fisher-information   kl-divergence   total-variations   ·   reinforcement-learning

• RL Basics: Policy Gradients and A2C

  17 min read   ·   July 02, 2026

  2026   ·   rl   policy-gradients   a2c   actor-critic   advantage-function   value-function   ·   reinforcement-learning

• Reinforcement Learning vs Machine Learning

  10 min read   ·   June 29, 2026

  2026   ·   rl   ml   policy   delayed-reward   super-mario   ·   reinforcement-learning   machine-learning

• Martingale Pricing Basics for Traders

  14 min read   ·   December 22, 2025

  2025   ·   martingale   risk-neutral   replication   no-arbitrage   gbm   measure-change   ·   quantitative-finance   martingale-pricing

• Stochastic Calculus Basics for Traders

  12 min read   ·   December 07, 2025

  2025   ·   ito   brownian-motion   gbm   derivatives   ·   quantitative-finance   stochastic-calculus