Reinforcement learning differs from the supervised learning in a way that in supervised learning the training data has the answer key with it so the model is trained with the correct answer itself whereas in reinforcement learning, there is no answer but the reinforcement agent decides what to do to perform the given task. In the absence of training dataset, it is bound to learn from its experience.
Types of Reinforcement: There are two types of Reinforcement:
Positive –
Positive Reinforcement is defined as when an event, occurs due to a particular behavior, increases the strength and the frequency of the behavior. In other words it has a positive effect on the behavior.
Negative –
Negative Reinforcement is defined as strengthening of a behavior because a negative condition is stopped or avoided.
Various Practical applications of Reinforcement Learning –
RL can be used in robotics for industrial automation.
RL can be used in machine learning and data processing
RL can be used to create training systems that provide custom instruction and materials according to the requirement of students.
Unity Machine Learning Agents beta
Unity Machine Learning Agents, the first of Unity’s machine learning product offerings, trains intelligent agents with reinforcement learning and evolutionary methods via a simple Python API.
Demo Application –
Spider bot self-learning to walk
Filed under: .NET, 2019, 2020, AI, AI , Data Science and Machine Learning Workshop at Camb, AI , Data Science and Machine Learning Workshop at Dhak, AI , Data Science and Machine Learning Workshop at Yang, AI , Data Science and Machine Learning Yangon, AI , Data Science Workshop melbourn, AI , Data Science Workshop singapore, AI , Data Science Workshop sydeny, AI , Machine Learning Workshop at Cambodia, AI certification Sri Lanka, AI course Sri Lanka, AI courses Myanmar, AI jakartha, AI Sri Lanka, AI Training Sri Lanka, Amazon Machine Learning, Artificial Intelligence, Artificial intelligence (AI) Training Sri Lanka, Artificial intelligence Course Sri Lanka, Artificial intelligence Sri Lanka, Artificial intelligence Training Sri Lanka, AWS Deep Learning AMIs, Azure Analysis Services, Azure Analysis Services course sri lanka, Azure and AI, Azure Blob storage course sri lanka, Azure Cognitive Services, Azure Data Factory course sri lanka, Azure Databricks, Azure Development Sri Lanka, Azure Global Bootcamp 2019 - Kuala Lumpur-Event Update, Azure Machine Learning, Azure Machine learning Cetification, Azure Machine learning Cetification Jakarta, Azure Machine learning Cetification Singapore, Azure Machine learning Cetification Sri Lanka, Azure Machine Learning Course, Azure Machine learning Course sri lanka, Azure Machine Learning Data Science, Azure Machine Learning Movie Recommendation Tutorial, Azure Machine learning Sri Lanka, Azure Modern Data Warehouse, Azure Modern Data Warehouse course singapore, Azure Modern Data Warehouse course sri lanka, Azure Modern Data Warehouse training sri lanka, •MacOS High Sierra and Mojave sri lanka, •Python Data science libraries, Bangladesh deep learning courses, Bangladesh machine learning courses, big data analytics, big data analytics course Sri Lanka, big data analytics courses in sri lanka, big data Colombo, big data examples Sri Lanka, big data jobs in sri lanka, big data university, big data university Sri Lanka, big data workshop, big data workshop colombo, big data workshop sri laka, block chin banks sri lanka, Blockchain Application Development, Blockchain Application Development India, Blockchain Application Development Workshop, Blockchain training, Blockchain training Singapore, Blockchain training Sri Lanka, Bot Application Development course sri lanka, Bot Application Development course Sri Lanka., Bot Application Development projects, Bot Application Development projects colombo, Bot Application Development projects sri lanka, Bot Application Development Sri Lanka, Bot Application Development Workshop Sri Lanka., Bot Application Workshop Sri Lanka., Building RNN (Recurrent Neural Network) tenserflow, Building RNN (Recurrent Neural Network) using TensorFlo, CNN using tenser flow, data analytics Sri Lanka, DATA AND AI TRACK, Data and Analytics Course Sri Lanka, Data Science, Data Science and machine learning courses Myanmar, Data Science Bootcamp, Data Science Bootcamp jakartha, Data Science Bootcamp Training singapore, Data Science consulting Sri Lanka, Data Science course colombo, data science course in sri lanka, data science Course Sri Lanka, data science courses in sri lanka, Data Science courses Myanmar, data science in sri lanka, data science jobs Sri Lanka, data science Sri Lanka, Data Science Training, Data Science Training Cambodia, Data Science Training colombo, Data Science Training singapore, Data Science Training Sri Lanka, data science vacancy Sri Lanka, Data Sciene Training Sri Lanka, Data Scince basics colombo, data scince cetificate colombo, data scince cetificate sri lanka, Data Scince course basic sri lanka, Data Scince course colombo, Data Scince Course Sri Lanka, Data Scince Degree sri lanka, Data Scince diplma sri lanka, Data Scince diploma sri lanka, data scince for enginers sri lanka, data scince for web developers sri lanka, Data Scince jobs colombo, Data Scince Jobs Sri Lanka, data scince training Kuala Lumpur, data scince training malyasia, DATA SCINCE training Phnom Penh, Deep Learning, Deep Learning basics sri lanka, Deep Learning CNN, deep learning course singapore, Deep Learning course sri lanka, Deep Learning DNN, Deep Learning tenser flow singapore, Deep Learning tenser flow sri lanka, Deep learning training Kuala Lumpur, Deep Learning training sri lanka, Global AI Night , Colombo - Sri Lanka 2019., Global AI Night , Colombo – Sri Lanka 2019 APAC, Global AI Night , Colombo – Sri Lanka 2019 – Event Upda, Global AI Night APAC, Global AI Night Singapore, Global Azure Bootcamp, Global Azure Bootcamp 2018, Global Azure Bootcamp colombo, IBM cloud development workshop sri lanka, IBM Cloud Sri Lanka, IBM Courses Sri Lanka, IBM data scince course sri lanka, IBM Machine learning trining sri lanka, IBM Sri lanka, IBM Watson, IBM Watson Studio sri lanka, IOS Mobile Application Development training cambodia, IOS Mobile Application Development training colombo, IOS Mobile Application Development training dhaka, IOS Mobile Application Development training malyasia, IOS Mobile Application Development training pune, IOS Mobile Application Development training yangon, Jupiter Notebook with Python, Keras API for Deep learning sri lanka, Machbox recommendor, Machine Learning, machine learning algorithms, machine learning algorithms Sri Lanka, Machine Learning Bank Sri Lanka, machine learning certification Sri Lanka, Machine Learning Consulting Sri Lanka, Machine Learning course, Machine Learning course colombo, machine learning course india, machine learning course Melbourne, machine learning course singapore, Machine Learning course Sri Lanka, machine learning courses Myanmar, Machine Learning Energy Sri Lanka, Machine Learning Finance Sri Lanka, Machine Learning for Healthcare Workshop at Faculty of, Machine Learning Health care Sri Lanka, Machine Learning Hotel Sri Lanka, Machine Learning Insurance Sri Lanka, machine learning Jakarta, Machine Learning Manufacturing Sri Lanka, Machine Learning Marketing Sri Lanka, machine learning Melbourne, Machine Learning Real estate Sri Lanka, Machine Learning Retail Sri Lanka, Machine Learning Sales Sri Lanka, Machine Learning Telecommunications Sri Lanka, machine learning training Kuala Lumpur, machine learning training malyasia, machine learning training Melbourne, Machine Learning Training Sri Lanka, machine learning tutorial Sri Lanka, machine learning with python, Machine Learning workshop, machine learning workshop singapore, matchbox recommender, Microsoft, Microsoft AI, Microsoft AI courses Sri Lanka, Microsoft AI Sri Lanka, Microsoft AI training Sri Lanka, Microsoft Azure Blockchain as a Service, Microsoft Azure Blockchain as a Service course, Microsoft Azure Blockchain as a Service getting started, microsoft certification course sri lanka, microsoft certification net assist sri lanka, microsoft certification sri lanka, Microsoft HoloLens, Microsoft HongKong AI, Microsoft India AI, Microsoft R, Microsoft R Server, Microsoft R Sri Lanka, Microsoft Singapore AI, neural networks, NVIDIA Deep Learning, NVIDIA Deep Learning Institute singapore, Perform Cloud Data Science with Azure Machine Learning, Python, python data science, python Data Science Bootcamp Training singapore, python data scince course sri lanka, python deep learning course sri lanka, python machine learning course sri lanka, R, R Programming course singapore, R Programming course Sri Lanka., R Programming Workshop Singapore, R Programming Workshop Sri Lanka., Reinforcement Learning course singapore, Reinforcement Learning course sri lanka, Reinforcement Learning using Unity 3D., reinforment learning course sri lanka, singapore machine learning workshop, Tenser Flow, Tenser Flow course sri lanka, tenser flow python, tenser flow python deep laarning, tenser flow training Melbourne, Tenser Flow training sri lanka, Tenser Flow workshop sri lanka, TenserFlow course sri lanka, TenserFlow mumbai, TenserFlow singapore, TenserFlow sri lanka, TenserFlow training jakartha, TenserFlow training singapore, The Arbinger Institute Singapore, Theano API for Deep learning | Tagged: Reinforcement Learning using Unity 3D. | Leave a comment »
