Dohyeong KiminAI MindPlaying Sonic The Hedgehog 2 using Deep Learning — Part 1The 2D side-scrolling video games like Sonic are suitable environments to test the performance of AI agents because it has various…Aug 31, 2023Aug 31, 2023
Dohyeong KiminAI MindPlaying Pong With Vision TransformerIt has been proven that Transformer can be applied to images as well as NLP from An Image is Worth 16x16 Words paper. Furthermore, there is…Aug 10, 20231Aug 10, 20231
Dohyeong KimPlaying the Pong game using CNN, not DNNThe Pong game has been used widely to measure the performance of Reinforcement Learning. In most of that examples, the DNN policy works…May 4, 2023May 4, 2023
Dohyeong KimImplementation of the Hide and Seek of the OpenAI — Part 1Collaboration is an essential function of multiplayer game such as a MOBA, and Soccer game. In the case of Reinforcement Learning, the…Mar 12, 20231Mar 12, 20231
Dohyeong KimChatGPT implementation series — 1Almost all of the world talks about the exceeding performance of ChatGPT, analysing the dataset, model, and training methods of that would…Feb 2, 2023Feb 2, 2023
Dohyeong KimEasy explanation of the Stabilizing Transformers for Reinforcement Learning with real codeIn my previous post, I explained how to use the Transformer Network to find the relationship between objects on one screen frame at once…Nov 25, 2022Nov 25, 2022
Dohyeong KimPlaying the Diablo1 using Deep Learning — Series 1The Diablo series is one of the most famous rogue-like games. Recently, AI development for this kind of game has begun starting from the…May 25, 2022May 25, 2022
Dohyeong KimPlaying MOBA game using Deep Reinforcement Learning — part 4In a previous post, we train an Agent using Deep Reinforcement Learning to win a game limited to the middle lane.Apr 11, 2022Apr 11, 2022