Pinned Repositories
hanabi
RL-Agents to play the famous AI-benchmark game hanabi. Contains DQN and PG variants, as well as a Graphical UI, to try out the agents
hanabi-ad-hoc-learning
hanabi-pool-of-states
Database pipeline for hanabi to train RL-agents without an environment. Forked from https://github.com/rocanaan/hanabi-ad-hoc-learning, to include the rule based agents available there.
ml-winter-university-2021
Material I created for the winter university on "Machine Learning using Python" that I lectured at TU Berlin together with my fellow friend Dennis Grinwald
neuron_poker
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
pbt-light
Framework for fast prototyping of Population-Based-Training methods. Implemented using Tensorflow 2.1.0 and tf_agents 0.4.0
saftd
Service Oriented Architecture for Algorithmic Trading and Financial Machine Learning (Experimental)
hellovertex's Repositories
hellovertex/pbt-light
Framework for fast prototyping of Population-Based-Training methods. Implemented using Tensorflow 2.1.0 and tf_agents 0.4.0
hellovertex/hanabi
RL-Agents to play the famous AI-benchmark game hanabi. Contains DQN and PG variants, as well as a Graphical UI, to try out the agents
hellovertex/saftd
Service Oriented Architecture for Algorithmic Trading and Financial Machine Learning (Experimental)
hellovertex/hanabi-pool-of-states
Database pipeline for hanabi to train RL-agents without an environment. Forked from https://github.com/rocanaan/hanabi-ad-hoc-learning, to include the rule based agents available there.
hellovertex/ml-winter-university-2021
Material I created for the winter university on "Machine Learning using Python" that I lectured at TU Berlin together with my fellow friend Dennis Grinwald
hellovertex/hanabi-ad-hoc-learning
hellovertex/neuron_poker
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
hellovertex/dotfiles
hellovertex/lange
hellovertex/Poker
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:
hellovertex/prl_api
hellovertex/prl_baselines
hellovertex/prl_docs
hellovertex/prl_environment
hellovertex/prl_reinforce
hellovertex/PyPokerEngine
Poker engine for poker AI development in Python
hellovertex/PyPokerGUI
GUI application for PyPokerEngine
hellovertex/steinberger
Framework for Multi-Agent Deep Reinforcement Learning in Poker
hellovertex/telegram-cxz
hellovertex/Thesis
Thesis