ReinforcementArena is an RL-powered business optimization platform featuring Q-Learning, SARSA, and DQN agents for inventory, pricing, cash-flow, and operational decision-making, with custom simulation environments, baseline benchmarking, policy evaluation, reward analytics, live scenario testing, interactive Streamlit dashboards, and scalable AI.