Pinned Repositories
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
Ax
Adaptive Experimentation Platform
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
code_snippets
Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
deneme
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
mburakg's Repositories
mburakg/agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
mburakg/Ax
Adaptive Experimentation Platform
mburakg/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
mburakg/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
mburakg/code_snippets
mburakg/Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
mburakg/deneme
mburakg/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
mburakg/garage
A framework for reproducible reinforcement learning research
mburakg/gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
mburakg/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
mburakg/highway-env
An environment for behavioral planning tasks in autonomous driving
mburakg/huskarl
Deep Reinforcement Learning Framework + Algorithms
mburakg/ksync
Sync files between your local system and a kubernetes cluster.
mburakg/kubernetes-hyperparam-exp
This repository contains code and config files that accompany the blog post:
mburakg/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
mburakg/modular_rl
Implementation of TRPO and related algorithms
mburakg/multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
mburakg/ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
mburakg/python
Official Python client library for kubernetes
mburakg/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
mburakg/RL
mburakg/spinningup
An educational resource to help anyone learn deep reinforcement learning.
mburakg/streamlit
Streamlit — The fastest way to build custom ML tools
mburakg/tensorgym
The code for my OpenAI Gym & Tensorflow tutorial.
mburakg/trfl
TensorFlow Reinforcement Learning
mburakg/vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud