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The Top 22 Machine Learning Policy Gradient Open Source Projects

Open source projects categorized as Machine Learning Policy Gradient
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Policy Gradient
Reinforcement Learning With Tensorflow ⭐ 8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
most recent commit 9 months ago
Reinforcement Learning ⭐ 4,090
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
most recent commit 4 years ago
Reinforcement Learning ⭐ 3,119
Minimal and Clean Reinforcement Learning Examples
most recent commit a year ago
Minimalrl ⭐ 2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit a year ago
Ml Compiler Opt ⭐ 553
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
most recent commit 3 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 4 years ago
Reinforcement_learning_tutorial_with_demo ⭐ 357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
most recent commit 5 years ago
Trpo ⭐ 315
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
most recent commit 4 years ago
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 4 years ago
Handyrl ⭐ 278
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
most recent commit 3 months ago
Torchrl ⭐ 107
Highly Modular and Scalable Reinforcement Learning
most recent commit 4 years ago
Reinforcement Learning ⭐ 39
Personal experiments on Reinforcement Learning
most recent commit 3 years ago
Rl Implementation Impala ⭐ 28
A Test-Implementation of the IMPALA algorithm (by deepmind 2018)
most recent commit 6 years ago
Deep Reinforcement Learning Algorithm Collection ⭐ 17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
most recent commit 3 years ago
Rl Botics ⭐ 10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
most recent commit 5 years ago
Rlin200lines ⭐ 9
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
most recent commit 4 years ago
Multi Armed Bandit With Policy Gradient ⭐ 8
A multi armed bandit Reinforcement learning problem using Policy Gradient.
most recent commit 6 years ago
Deep Rl ⭐ 8
You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.
most recent commit 2 years ago
Bipedalwalker V2 ⭐ 7
Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning
most recent commit 4 years ago
Ai_bird ⭐ 6
强化学习-游戏AI Trainning
most recent commit 5 years ago
Ram ⭐ 5
Implementation of the location-guided deep recurrent attention model (LG-DRAM) I developed for my MSc thesis at UCL
most recent commit 7 years ago
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