reinforcement learning
reinforcement learning

AI in Edmonton: Home to Reinforcement Learning

Edmonton, Home to Reinforcement Learning, now a Foundation of AI, is Retaining AI Talent, Attracting Investment Including DeepMind The capital of Edmonton in the Canadian province of Alberta, like its counterparts in Toronto and Montreal, has a number of strengths in AI research that are attracting engineering talent and private investors. These include: — The […]

Solving Sparse-Reward Tasks with Curiosity

By Arthur Juliani, Senior Software Engineer, Machine Learning, Unity Technologies Now there is an easy way to encourage agents to explore the environment more effectively when the rewards are infrequent and sparsely distributed. These agents can do this using a reward they give themselves based on how surprised they are about the outcome of their […]

Astonishing Hierarchy of Machine Learning Needs

Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need.   The Brief Machine Learning is the hottest subject of today’s time, DataScientist is the sexiest job of today but […]

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Reinforcement Learning – Reward for Learning

Reinforcement learning can be understood by using the concepts of agents, environments, states, actions and rewards. This is an area of machine learning; where there’s no answer key, but RL agent still has to decide how to act to perform its task. The agent is inspired by behaviourist psychology who decide how and what actions will taken in an environment to maximize some notion of cumulative reward.

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Human-Aided Training of Deep Reinforcement Learning for AI Self-Driving Cars

When my daughter first started to drive a car, I was excited for her due to the aspect that she’d have a new found sense of independence and would be able to go places without having to constantly find someone to give her a lift. I knew she was a very responsible teenager and had […]