Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.
Deep Reinforcement learning has gained a lot of traction in the past few years, from playing various Atari games, defeating professionals at the game of Go and DoTA2. Deepmind and OpenAI are the major players when it comes to deep reinforcement learning. A lot of real world applications has been off the charts in terms of achievement.
Here, I explore the field and implement various problem using Deep Reinforcement Learning.