Clemens

About:

Clemens is the author of Clemens' Blog, a website generated using WordPress. The blog is likely a personal platform where Clemens shares insights, experiences, or topics of interest.

Website:

clemenswinter.com

Specializations:

Computer Engineer Data Scientist Software engineer Machine Learning Engineer

Outgoing Links:

Mark Litwintschik

Subscribe to RSS:

Link

2024-04-08 •

The text describes the XOR floating point compression algorithm, its inner workings, and the resulting visualizations. It also discusses the algorithm's simplicity, the choice between different encoding methods, and the heuristic ...

2023-04-14 •

The blog post introduces the Entity Neural Network (ENN) project, which aims to simplify the process of applying reinforcement learning (RL) to complex simulated environments. It discusses the challenges of RL, the limitations of ...

2021-08-16 •

The text discusses the potential of machine learning in improving video games, particularly in the area of deep reinforcement learning (RL). It argues that despite the high computational cost, the techniques are practical and may ...

2021-03-24 •

The text is about the author's journey in developing AI technologies for the game of CodeCraft. It details the challenges, failures, and successes encountered in training policies to play the game. The author discusses the use of ...

2021-03-24 •

The author spent two years applying deep reinforcement learning techniques to create an AI for a real-time strategy game. They discuss the core loop for applying machine learning, the challenges of debugging machine learning code,...

2021-03-24 •

The article discusses the use of deep reinforcement learning to train AIs for real-time strategy games, specifically CodeCraft. It explains the challenges of training RL agents for complex games like DoTA 2 and StarCraft II and ho...

2021-02-07 •

The post documents the process of eradicating algae from a water-cooled 4 GPU build. The author struggled to find information on how to get rid of algae and eventually settled on a procedure involving thorough cleaning and the use...

2020-05-10 •

The blogpost documents the addition of a full custom water loop and two GTX 2080 Ti GPUs to the author's previous build. It includes detailed part lists and the cost of the build, as well as the author's experience with running de...

2019-07-09 •

The post documents the author's recent desktop PC build featuring a 32 core threadripper processor and two 2080 Ti graphics cards. It is specced to allow for another upgrade to four 2080 Ti graphics cards with a full custom water ...

2018-08-13 •

The article discusses the implementation and performance of two recent additions to LocustDB, an open-source analytics database built in Rust. The first addition is support for persistent storage, the second is an lz4 compression ...