--- title: Guide to Dopamine Reinforcement Learning Framework - Akira AI description: Introduction to TensorFlow-based research framework - Dopamine, Dopamine Framework Applications image: https://www.elixirclaw.ai/hubfs/Imported_Blog_Media/akira-ai-dopamine-deep-reinforcement-framework.png --- [![Akira AI](https://24902398.fs1.hubspotusercontent-eu1.net/hubfs/24902398/akira-ai-logo.svg)](https://www.elixirclaw.ai/) - Platform ![Xenonstack Eye](https://f.hubspotusercontent-eu1.net/hubfs/24902398/down-arrow.png) ![images](https://24902398.fs1.hubspotusercontent-eu1.net/hubfs/24902398/Dropdown%20Platform_01%20Icon%20%20MLOps%20Platform.svg) [MLOps Platform](https://www.elixirclaw.ai/mlops-platform/) Managing Model Development Lifecycle of ML in Production ![images](https://24902398.fs1.hubspotusercontent-eu1.net/hubfs/24902398/akira-ai-at-the-edges.svg) [AI At The Edge](https://www.elixirclaw.ai/edge-ai-platform/) Enabling Faster Data Processing And Decision making with Ai At the Edge ![images](https://24902398.fs1.hubspotusercontent-eu1.net/hubfs/24902398/akira-ai-appliance-multi-cloud.svg) [AI Appliance-Multi-Cloud](https://www.elixirclaw.ai/coming-soon/) Productionizing AIOps over Multi Cloud Environment ![images](https://24902398.fs1.hubspotusercontent-eu1.net/hubfs/24902398/akira-ai-fast-data-platform.svg) [Fast Data Platform](https://www.elixirclaw.ai/ai-for-data-analyst/) Building Scalable,Distributed Systems For Streaming Workloads - Platform ![Xenonstack Eye](https://f.hubspotusercontent-eu1.net/hubfs/24902398/down-arrow.png) - [MLOps Platform](https://www.elixirclaw.ai/mlops-platform/) - [AI at the edge](https://www.elixirclaw.ai/edge-ai-platform/) - [AI Appliance-Multi-Cloud](https://www.elixirclaw.ai/coming-soon/) - [Fast Data Platform](https://www.elixirclaw.ai/ai-for-data-analyst/) - AI Marketplace - [Integrations](https://www.elixirclaw.ai/integrations/) - [Pricing](https://www.elixirclaw.ai/pricing/) - Assessment ![Xenonstack Eye](https://f.hubspotusercontent-eu1.net/hubfs/24902398/down-arrow.png) ![images](https://www.elixirclaw.ai/hubfs/akira-ai-AI-monitoring-and-observability.svg) [AI Monitoring And Observability](https://www.elixirclaw.ai/assessment/ai-monitoring-observability/) Check the health and performance of AI ![images](https://www.elixirclaw.ai/hubfs/akira-ai-AI-sucess-rate.svg) [AI Success Rate](https://www.elixirclaw.ai/assessment/ai-implementation/) Measure the failure rate of the AI application ![images](https://www.elixirclaw.ai/hubfs/akira-ai-MLOPs-and-ModelOps.svg) [MLOps And ModelOps](https://www.elixirclaw.ai/coming-soon) Check Governance and Life Cycle Management of AI ![images](https://www.elixirclaw.ai/hubfs/akira-ai-AI-trustworthiness.svg) [AI Trustworthiness](https://www.elixirclaw.ai/coming-soon) Score AI Ethics and robustness ![images](https://www.elixirclaw.ai/hubfs/akira-ai-ML-security.svg) [ML Security](https://www.elixirclaw.ai/coming-soon/) Know how secure is your AI application - Assessment ![Xenonstack Eye](https://f.hubspotusercontent-eu1.net/hubfs/24902398/down-arrow.png) - [AI Monitoring And Observability](https://www.elixirclaw.ai/assessment/ai-monitoring-observability/) - [AI Success Rate](https://www.elixirclaw.ai/assessment/ai-implementation/) - [MLOps and ModelOps](https://www.elixirclaw.ai/coming-soon) - [AI Trustworthiness](https://www.elixirclaw.ai/coming-soon/) - [ML Security](https://www.elixirclaw.ai/coming-soon/) - [Sign In](https://auth.akira.ai/register/get-started) - [Get Started](https://auth.akira.ai/register/get-started) - [![](https://www.elixirclaw.ai/hubfs/blogs%20feture/akira-ai-glossary-back-button.svg)Akira AI Glossary](https://www.elixirclaw.ai/glossary/) ## A ## B ## C ## D - [Dopamine](https://www.elixirclaw.ai/glossary/dopamine) ## E ## F ## G - [Generative Adversarial Networks](https://www.elixirclaw.ai/glossary/generative-adversarial-networks) ## H ## L ## M ## P ## Q ## S ## T ## U ## V - [![](https://www.elixirclaw.ai/hubfs/blogs%20feture/akira-ai-glossary-back-button.svg)Back to Glossary Page](https://www.elixirclaw.ai/glossary/) # Dopamine ![](https://www.elixirclaw.ai/hubfs/Imported_Blog_Media/akira-ai-dopamine-deep-reinforcement-framework.png) ## Overview of Dopamine Framework Dopamine is a framework for research and development which can be used for implementing reinforcement learning algorithms. It targets to fulfill the requirement for a tiny, only understandable codebase in which developer can experiment in a free behavior with new ideas (speculative research). ## Comparison of Dopamine with other Frameworks It is a framework which can be used to implement reinforcement-learning dedicatedly while other framework or platform does not provide this feature. ## Dopamine Framework Applications It can be used to implement Reinforcement learning with easy experimentation, having flexible development, compact and reliable, and also provide reproducibility in results. ### Share - [![Akira AI Facebook Logo](https://f.hubspotusercontent-eu1.net/hubfs/24902398/about-us/akira-ai-facebook.svg)](http://www.facebook.com/share.php?u=https://www.elixirclaw.ai/glossary/dopamine) - [![Akira AI Instagram Logo](https://f.hubspotusercontent-eu1.net/hubfs/24902398/about-us/akira-ai-twitter.svg)](https://twitter.com/intent/tweet?text=I+found+this+interesting+blog+post&url=https://www.elixirclaw.ai/glossary/dopamine) - [![Akira AI LinkedIn Logo](https://f.hubspotusercontent-eu1.net/hubfs/24902398/about-us/akira-ai-linkedin.svg)](http://www.linkedin.com/shareArticle?mini=true&url=https://www.elixirclaw.ai/glossary/dopamine) - [![Akira AI Twitter Logo](https://f.hubspotusercontent-eu1.net/hubfs/24902398/about-us/akira-ai-email.svg)](mailto:?subject=Check%20out%20https://www.elixirclaw.ai/glossary/dopamine%20&body=Check%20out%20https://www.elixirclaw.ai/glossary/dopamine) ## World-class articles, delivered weekly. ### See Akira AI in action We transform large organizations around the world by translating cutting-edge AI research into customizable, scalable and human-centric AI products. 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