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Reinforcement Learning
OpenAI Gym Environment Setup for Trading RL Agent
OpenAI Gym Environment Setup for Trading RL Agent
We design and deploy artificial intelligence systems: from prototype to production-ready solutions. Our team combines expertise in machine learning, data engineering and MLOps to make AI work not in the lab, but in real business.
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OpenAI Gym Environment Setup for Trading RL Agent
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FAQ
Which RL algorithm should I choose: PPO, SAC or DQN?
How is a simulation environment built for training an RL agent?
How do you transfer an RL policy from simulation to a real system (sim-to-real transfer)?
AI Development Areas
LLM & Generative AI
Large language model solutions: chatbots, RAG systems, AI assistants, content generation
Computer Vision
Object detection, face recognition, OCR, image segmentation, video analytics, quality control
Natural Language Processing
Sentiment analysis, document classification, entity extraction, machine translation, summarization
MLOps & Infrastructure
CI/CD for ML models, drift monitoring, A/B testing, automated training and deployment pipelines
Recommendation Systems
Content personalization, product recommendations, collaborative filtering, behavioral analysis
AI Business Integration
Embedding AI models into CRM, ERP, mobile and web applications, document management systems
Data Engineering & Analytics
Data pipeline architecture, ETL/ELT, data warehouses, predictive analytics, dashboards
Speech Technologies
Speech recognition and synthesis, voice assistants, transcription, speaker identification
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Discuss your AI project
Free consultation — we'll show you how AI can solve your challenge
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We'll estimate the budget and timeline for your AI project
Click to submit an application
AI Solution Development Stages
Audit & Discovery
Proof of Concept
Model Development
Integration & Deployment
Monitoring & Optimization
Support & Evolution
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Настройка торгового RL-агента в OpenAI Gym / Gymnasium
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