zhang-zi-hao

zhang-zi-hao's Stars

• dso-org/deep-symbolic-optimization

  A deep learning framework for symbolic optimization.

  Language:Python542119

• Thinklab-SJTU/awesome-ml4co

  Awesome machine learning for combinatorial optimization papers.

  Language:Python1.6k189

• PufferAI/PufferLib

  Simplifying reinforcement learning for complex game environments

  Language:Python64026

• kindredresearch/SenseAct

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

  Language:Python21141

• modelbased/minirllab

  Mini RL Lab

  Language:Python11

• giovannidispoto/awesome-rl-internships

  List of companies/universities lab that might offers Internships in the Reinforcement Learning field

  192

• quark0/darts

  Differentiable architecture search for convolutional and recurrent networks

  Language:Python3.9k842

• danfenghong/IEEE_TPAMI_SpectralGPT

  Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.

  Language:Python13413

• denisgriaznov/CustomMuJoCoEnviromentForRL

  This is a very simple example of creating and training your own MuJoCo environment using RL algorithms through the Gymnasium.

  Language:Python223

• EzgiKorkmaz/adversarial-reinforcement-learning

  Reading list for adversarial perspective and robustness in deep reinforcement learning.

  795

• Farama-Foundation/Metaworld

  Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

  Language:Python1.2k259

• araffin/sbx

  SBX: Stable Baselines Jax (SB3 + Jax)

  Language:Python29130

• adityab/CrossQ

  Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"

  Language:Python503

• ok-robot/ok-robot

  An open, modular framework for zero-shot, language conditioned pick-and-drop tasks in arbitrary homes.

  Language:Python40728

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook13.8k1.2k

• riiswa/kanrl

  Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments

  Language:Python23428

• facebookresearch/BenchMARL

  A collection of MARL benchmarks based on TorchRL

  Language:Python19423

• simondlevy/gym-copter

  Gymnasium environment for reinforcement learning with multicopters

  Language:Python275

• Wenxuan-Zhou/PLAS

  Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]

  Language:Python4611

• facebookresearch/searchformer

  Official codebase for the paper "Beyond A* Better Planning with Transformers via Search Dynamics Bootstrapping".

  Language:Jupyter Notebook27913

• uoe-agents/PO-GPL

  Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"

  Language:Python122

• katerakelly/oyster

  Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

  Language:Python469123

• krashkov/Belief-Propagation

  Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

  Language:Jupyter Notebook14545

• hehonghui/awesome-english-ebooks

  经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

  Language:HTML19.9k1.5k

• MarcoMeter/recurrent-ppo-truncated-bptt

  Baseline implementation of recurrent PPO using truncated BPTT

  Language:Jupyter Notebook11415

• rail-berkeley/serl

  SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning

  Language:Python28924

• rail-berkeley/serl_franka_controllers

  Cartesian impedance controller with reference limiting for Franka Emika Robot

  Language:C++559

• Cornell-RL/drpo

  Dateset Reset Policy Optimization

  Language:Python25

• pjreddie/darknet

  Convolutional Neural Networks

  Language:C25.6k21.3k

• luchris429/purejaxrl

  Really Fast End-to-End Jax RL Implementations

  Language:Python63054