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Introducing the open Beta to Path of Guardians (POG) - a custom game inspired by ARAM
Check out the trailer here: https://www.youtube.com/watch?v=N57IyqO86dc
You can visit https://www.pathofguardians.com to learn more.
This custom game is meant to be a casual 3v3 experience inspired by ARAM. For the longest time I've wanted to find a way to cater to both newer players as well as those that have stopped playing and perhaps felt too overwhelmed to re-learn the game as it has changed so dramatically year after year. As a result this mod was born. Obviously it's not a complete replacement for something a new player experience could provide, but I feel giving these players (as well as the regular player-base) a stress-free alternative to Dota is pretty important. Think of this as an even faster-paced version of turbo mode, with a few twists along the way.
I highly recommend you check out the website as we've rolled out a full fledged Battle Pass, Achievement system, Daily Quests and more. You'll have to login with your Steam account for all these rewards to show. The Battle Pass is free for all, but you're also able to purchase an accelerator with our in-game currency (POGGERS) to level up even faster.
As always keep in mind that this is still in beta, so please provide any bug reports to our subreddit (https://www.reddit.com/DotaCinema/comments/gaw4ah/pog_bug_report_megathread/ ). We are going to take the next few weeks to put out any potential fires, as well as collect feedback to make sure we can make this a long-lasting game.
We hope you like it and we appreciate your feedback!
Download here: https://steamcommunity.com/sharedfiles/filedetails/?id=2077900442
PS: Much love to our dev team who have been working overtime, especially my boys Firetoad & VicFrank. Also thanks to our internal testers (led by PerkaDirk & Poptart) for putting in the play-time.
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Reinforcement Learning has quite a number of concepts for you to wrap your head around. Your head will spin faster after seeing the full taxonomy of RL techniques. Things start to get even more complicated once you start to read all the coolest and newest research, with their tricks and details to get things working. But watching those OpenAI bots playing DoTA is just so cool that you might want to learn all its techniques, tricks and build your very own bot. First, stop right there. Forget about how to implement your own version of OpenAI Five for now. You may end up getting back to square one; i.e. leaving RL for good, only to find yourself trying to learn it all over again three months later.Credits - https://towardsdatascience.com/newbies-guide-to-study-reinforcement-learning-8b9002eff643
You would need to cut yourself from deluge of tutorials and YouTube videos saying that you can code "something batshit awesome RL stuff in 5 minutes with 20 lines of code" or stuff like that. Because they all teach you nothing! Yeah, nothing (except git cloning and/or copying the code). You will know the real taste of knowledge once you banged your head hard enough to figure out how Value Iteration works for real and realize that the idea is so simple, yet works quite well for a simple toy example. That's how you learn something and that's how you can go forward on this learning path. By doing projects and getting your hands dirty with code. It is okay to copy code and use libraries, but only if you have complete understanding of the concept and algorithm what that is present beneath the code; if you are confident you can write it from scratch if asked to.