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Reinforcement Learning Git Repositories

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Machine Learning (ML) Data Science Resources AI/ML Research & Evaluation Reinforcement Learning (RL) Machine Learning (ML) GitHub Deep Learning (DL) AI Development Open Source Python
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Reinforcement Learning Git Repositories

Reinforcement Learning Git Repositories
#

Sno. URL Description
1 https://github.com/openai/baselines OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
2 https://github.com/hill-a/stable-baselines A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
3 https://github.com/openai/spinningup An educational resource to help anyone learn deep reinforcement learning.
4 https://github.com/google/dopamine Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
5 https://github.com/tensorflow/agents TF-Agents is a library for Reinforcement Learning in TensorFlow
6 https://github.com/deepmind/trfl TensorFlow Reinforcement Learning
7 https://github.com/facebookresearch/Horizon A platform for Applied Reinforcement Learning (Applied RL)
8 https://github.com/facebookresearch/ELF An End-To-End, Lightweight and Flexible Platform for Game Research
9 https://github.com/NervanaSystems/coach Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
10 https://github.com/ray-project/ray/tree/master/python/ray/rllib A fast and simple framework for building and running distributed applications.
11 https://github.com/keras-rl/keras-rl Deep Reinforcement Learning for Keras.
12 https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
13 https://github.com/Kaixhin/Rainbow Rainbow: Combining Improvements in Deep Reinforcement Learning
14 https://github.com/MillionIntegrals/vel Velocity in deep-learning research
15 https://github.com/tensorforce/tensorforce Tensorforce: A TensorFlow library for applied reinforcement learning
16 https://github.com/kengz/SLM-Lab Modular Deep Reinforcement Learning framework in PyTorch.
17 https://github.com/rlworkgroup/garage A framework for reproducible reinforcement learning research
18 https://github.com/catalyst-team/catalyst Reproducible and fast DL & RL.
19 https://github.com/higgsfield/RL-Adventure Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
20 https://github.com/qfettes/DeepRL-Tutorials Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
21 https://github.com/openai/gym A toolkit for developing and comparing reinforcement learning algorithms.
22 https://github.com/deepmind/lab A customisable 3D platform for agent-based AI research
23 https://github.com/Microsoft/malmo Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. — For installation instruct
24 https://github.com/openai/retro Retro Games in Gym
25 https://github.com/deepmind/dm_control The DeepMind Control Suite and Package
26 https://github.com/openai/neural-mmo Neural MMO – A Massively Multiagent Game Environment
27 https://github.com/openai/gym Gym @ OpenAI
28 https://github.com/deepmind/lab Lab @ DeepMind
29 https://github.com/Microsoft/malmo Project Malmo @ Microsoft
30 https://github.com/openai/retro Retro @ OpenAI
31 https://github.com/deepmind/dm_control Control Suite @ DeepMind
32 https://github.com/openai/neural-mmo Neural MMO @ OpenAI
33 https://github.com/openai/baselines Tensorflow Maintained by OpenAI
34 https://github.com/hill-a/stable-baselines Tensorflow Maintained by Antonin Raffin, Ashley Hill
35 https://github.com/catalyst-team/catalyst PyTorch Maintained by Sergey Kolesnikov
36 https://github.com/ray-project/ray/tree/master/python/ray/rllib Tensorflow Maintained by Ray Team
37 https://github.com/tensorflow/agents Tensorflow Maintained by Google
38 https://github.com/facebookresearch/Horizon PyTorch Maintained by Facebook
39 https://github.com/NervanaSystems/coach Tensorflow Maintained by Intel
40 https://github.com/rlworkgroup/garage Tensorflow Maintained by community
41 https://github.com/kengz/SLM-Lab PyTorch Maintained by Wah Loon Keng, Laura Graesser
42 https://github.com/google/dopamine Tensorflow Maintained by Google
43 https://github.com/openai/spinningup Tensorflow Maintained by OpenAI
44 https://github.com/deepmind/trfl Tensorflow Maintained by DeepMind
45 https://github.com/deepmind/scalable_agent Tensorflow Maintained by DeepMind
46 https://github.com/facebookresearch/ELF PyTorch Maintained by Facebook
47 https://github.com/keras-rl/keras-rl Tensorflow Maintained by Matthias Plappert
48 https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail PyTorch Maintained by Ilya Kostrikov
49 https://github.com/Kaixhin/Rainbow PyTorch Maintained by Kai Arulkumaran
50 https://github.com/MillionIntegrals/vel PyTorch Maintained by Jerry (?)
51 https://github.com/Khrylx/PyTorch-RL PyTorch
52 https://github.com/tensorforce/tensorforce Tensorflow
53 https://github.com/higgsfield/RL-Adventure PyTorch
54 https://github.com/qfettes/DeepRL-Tutorials PyTorch
55 https://github.com/SurrealAI/surreal TorchX
56 https://github.com/zuoxingdong/lagom PyTorch
57 https://github.com/dennybritz/reinforcement-learning Tensorflow
58 https://github.com/unixpickle/anyrl-py Tensorflow
59 https://github.com/Scitator/rl-course-experiments Tensorflow
60 https://github.com/oxwhirl/pymarl PyTorch
Dr. Hari Thapliyaal's avatar

Dr. Hari Thapliyaal

Dr. Hari Thapliyal is a seasoned professional and prolific blogger with a multifaceted background that spans the realms of Data Science, Project Management, and Advait-Vedanta Philosophy. Holding a Doctorate in AI/NLP from SSBM (Geneva, Switzerland), Hari has earned Master's degrees in Computers, Business Management, Data Science, and Economics, reflecting his dedication to continuous learning and a diverse skill set. With over three decades of experience in management and leadership, Hari has proven expertise in training, consulting, and coaching within the technology sector. His extensive 16+ years in all phases of software product development are complemented by a decade-long focus on course design, training, coaching, and consulting in Project Management. In the dynamic field of Data Science, Hari stands out with more than three years of hands-on experience in software development, training course development, training, and mentoring professionals. His areas of specialization include Data Science, AI, Computer Vision, NLP, complex machine learning algorithms, statistical modeling, pattern identification, and extraction of valuable insights. Hari's professional journey showcases his diverse experience in planning and executing multiple types of projects. He excels in driving stakeholders to identify and resolve business problems, consistently delivering excellent results. Beyond the professional sphere, Hari finds solace in long meditation, often seeking secluded places or immersing himself in the embrace of nature.

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