keerthanss

keerthanss's Stars

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python84.5k1.7k46.9k22.8k

• openai/baselines

  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

  Language:Python15.8k6458504.9k

• google-deepmind/open_spiel

  OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

  Language:C++4.3k107559937

• oneapi-src/oneDNN

  oneAPI Deep Neural Network Library (oneDNN)

  Language:C++3.6k1811.3k1k

• 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).

  Language:Python3.6k66229826

• seungeunrho/minimalRL

  Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

  Language:Python2.9k4940464

• google-deepmind/dnc

  A TensorFlow implementation of the Differentiable Neural Computer.

  Language:Python2.5k16537441

• allenai/RL4LMs

  A modular RL library to fine-tune language models to human preferences

  Language:Python2.2k2459190

• nikhilbarhate99/PPO-PyTorch

  Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

  Language:Python1.7k961351

• nammayatri/nammayatri

  A Direct-to-Driver open mobility platform powering the next-generation of mobility applications in India.

  Language:PureScript1.6k142.6k181

• Eric-mingjie/rethinking-network-pruning

  Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

  Language:Python1.5k3354293

• wowthemesnet/mediumish-theme-jekyll

  Jekyll Template - Mediumish

  Language:JavaScript1.3k211011.5k

• Khrylx/PyTorch-RL

  PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

  Language:Python1.1k2636189

• williamFalcon/DeepRLHacks

  Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

  1.1k501122

• clvrai/awesome-rl-envs

  1.1k31484

• saltudelft/ml4se

  A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

  68644191

• sgossner/VSCO-2-CE

  An open-source orchestral library

  56339775

• voidful/TextRL

  Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

  Language:Python544112360

• keiohta/tf2rl

  TensorFlow2 Reinforcement Learning

  Language:Python46718120103

• clojurians-org/haskell-ebook

  40223081

• TianhongDai/hindsight-experience-replay

  This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

  Language:Python40062975

• google-research/realworldrl_suite

  Real-World RL Benchmark Suite

  Language:Python34714429

• kindredresearch/SenseAct

  SenseAct: A computational framework for developing real-world robot learning tasks

  Language:Python216112942

• mbchang/dynamics

  A Compositional Object-Based Approach to Learning Physical Dynamics

  Language:Lua16910417

• facebookresearch/impact-driven-exploration

  impact-driven-exploration

  Language:Python1289727

• bgavran/DNC

  Implementation of the Differentiable Neural Computer in Tensorflow

  Language:Python11712818

• grantsrb/Gym-Snake

  An OpenAI gym environment made for RL

  Language:Python652329

• kachayev/pyage2

  "Age of Empires II" Learning Environment

  Language:Python65718

• anshul3899/SPSA-Net

  A numpy implementation of SPSA for optimizing neural networks

  Language:Python6110

• AkshayGurudath/Checkmate-with-Rook

  This repository is for using DRL to checkmate a king with the help of a rook within 50 moves.

  Language:Python12