All case studies

Simulation

RL Gym Simulation

Built multi-agent simulation environments for reinforcement learning from human feedback, enabling scalable reward model training with real-world behavioral fidelity.

Simulation environment

High Fidelity

Web OS environment

Synthetic Data

Resettable scenarios

Full Observability

Inspectable execution