Project MineRL: Sample efficient reinforcement learning using human prior Introduction A challenge to develop a system to obtain a diamond in Minecraft using limited amount of training time. Since the task is super hard, the organizers also created a smaller problems like chopping trees, navigate to a point, obtain an iron pickaxe. In this post I am going to share my experience about solving the navigate to a point problem. For those who don’t know what Minecraft is, let me tell you about it briefly. Minecraft is a sandbox game with a 3D world in a block structure. Every object in the game is made from combination of sqaure blocks. I suggest you take a quick look at the game trailer on youtube here to get an idea what the game is about.