My name is Christoph Pröschel, and I am a full stack engineer and machine learning researcher.
🌍 Freelancing. Talk to me about projects related to Climate Change and social justice.
👨💻 Contributing to open source.
🧑🎓 Msc @ TU Berlin. Thesis: Multi-Agent Reinforcement Learning for Dynamic Climate Policy Games.
Master Thesis: Multi-Agent Reinforcement Learning for Dynamic Climate Policy Games
View the full thesis here. Abstract Despite concerted efforts by researchers and policymakers, governments are failing to implement the global coordination needed to implement policies that could avert the disaster of unmitigated climate change. Existing economic models are often ill-equipped to capture the complexities of dynamic, strategic interactions among multiple agents. The research on international mechanisms such as climate clubs, for instance, is often limited to one-shot games due to the combinatorial explosion of sequential negotiation steps....
Lab Grown Meat Is Not a Climate Solution
Few topics spark as much controversy in the climate debate as the assertion that we need to cut our meat consumption if we want to reach our climate targets. On some primal level going for the burger on your plate is a much more outrageous act than going for your car. So it’s no surprise that technical-minded people have been looking for a panacea in the form of lab-grown meat. And the pitch is alluring: If the plan works out the burger is safe and we get to reduce our emissions....
Viper Paper Implementation
In this article I talk about the implementation of the paper “Verifiable Reinforcement Learning via Policy Extraction” by Osbert Bastani et al.
Rasa L3 presentation: Supercharging Conversational AI with Human Agent Feedback Loops
Here I talk about how to get the most out of your conversational AI and customer support by having your AI suggest likely responses and then training it on the selection that customer support makes. Links: Talk: https://www.youtube.com/watch?v=MCXumfwcmXE Implementation Blog post: How to level up your customer support and AI using Airy and Rasa X
Covid-19 Hackathon write up
The Covid-19 virus has turned the beginning of 2020 into a surreal nightmare. The world is struggling to maintain a confident response and not let the disaster movies of the last decade become a reality. If you haven’t read it yet or don’t think the situation is extremely serious I recommend that you check out this article. Like many of my peers, I have been in self-isolation for weeks now. While our problems pale in comparison to those of the brave health care workers fighting at the frontlines we bear an inescapable sense of dread and helplessness by having to watch the infection spread....