Simudyne presented two papers at ICAIF 2025, the 6th ACM International Conference on AI in Finance, held in Singapore from 15 to 18 November 2025, straight after the Singapore FinTech Festival.
“Right Place, Right Time: Market Simulation-based RL for Execution Optimisation” trains execution algorithms inside a calibrated market simulator, where an agent’s own orders move the market as they would on a live exchange. Training in simulation rather than on historical data lets the algorithm see the reactions its trades cause, and learn when and where to place orders.
The papers is by Ollie Olby, Andreea Bacalum, Rory Baggott and Namid Stillman, and appeared in the ICAIF 2025 proceedings.