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récompenses personnalisées

  • An AI-powered trading agent using deep reinforcement learning to optimize stock and crypto trading strategies in live markets.
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    What is Deep Trading Agent?
    Deep Trading Agent provides a complete pipeline for algorithmic trading: data ingestion, environment simulation compliant with OpenAI Gym, deep RL model training (e.g., DQN, PPO, A2C), performance visualization, backtesting on historical data, and live deployment through broker API connectors. Users can define custom reward metrics, tune hyperparameters, and monitor agent performance in real time. The modular architecture supports stocks, forex, and cryptocurrency markets and allows seamless extension to new asset classes.
    Deep Trading Agent Core Features
    • Data ingestion and preprocessing modules
    • OpenAI Gym–compatible trading environment
    • Deep RL algorithms: DQN, PPO, A2C
    • Backtesting on historical data
    • Live trading API integration
    • Performance visualization dashboards
  • A Unity ML-Agents based environment for training cooperative multi-agent inspection tasks in customizable 3D virtual scenarios.
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    What is Multi-Agent Inspection Simulation?
    Multi-Agent Inspection Simulation provides a comprehensive framework for simulating and training multiple autonomous agents to perform inspection tasks cooperatively within Unity 3D environments. It integrates with the Unity ML-Agents toolkit, offering configurable scenes with inspection targets, adjustable reward functions, and agent behavior parameters. Researchers can script custom environments, define the number of agents, and set training curricula via Python APIs. The package supports parallel training sessions, TensorBoard logging, and customizable observations including raycasts, camera feeds, and positional data. By adjusting hyperparameters and environment complexity, users can benchmark reinforcement learning algorithms on coverage, efficiency, and coordination metrics. The open-source codebase encourages extension for robotics prototyping, cooperative AI research, and educational demonstrations in multi-agent systems.
  • AI-powered digital loyalty cards with zero upfront cost.
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    What is TurboPush?
    TurboPush provides AI-powered digital loyalty cards designed to enhance customer engagement and boost retention rates. This service allows businesses to issue unlimited digital cards to their customers for free, design personalized reward cards, and send real-time push notifications to keep customers informed and engaged. With easy integration into Apple Wallet and Google Wallet, TurboPush ensures that rewards are always at customers' fingertips, helping businesses maximize their marketing efforts and drive repeat business. Its straightforward QR code distribution mechanism makes adoption seamless for both businesses and customers.
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