AnyTrading is a collection of OpenAI Gym environments designed for developing and testing reinforcement learning-based trading algorithms. It implements three environments: the abstract TradingEnv base class, plus ForexEnv and StocksEnv for their respective markets. The library simplifies complex trading scenarios by defining discrete actions and positions, enabling RL agents to learn trading strategies through DQN, Q-learning, and similar algorithms.