DavidSlayback

DavidSlayback's Stars

• plasma-umass/scalene

  Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

  Language:Python12.3k92477402

• Farama-Foundation/Gymnasium

  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

  Language:Python7.8k50488881

• pytorch/rl

  A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

  Language:Python2.5k44657328

• pydata/numexpr

  Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more

  Language:Python2.3k61382212

• Farama-Foundation/Minigrid

  Simple and easily configurable grid world environments for reinforcement learning

  Language:Python2.2k39194616

• ELS-RD/kernl

  Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

  Language:Jupyter Notebook1.5k2917494

• HumanCompatibleAI/imitation

  Clean PyTorch implementations of imitation and reward learning algorithms

  Language:Python1.4k19342254

• tinkoff-ai/CORL

  High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

  Language:Python1.1k1728136

• viblo/pymunk

  Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python

  Language:Python95419233190

• uoe-agents/epymarl

  An extension of the PyMARL codebase that includes additional algorithms and environment support

  Language:Python542863145

• helenahartmann/awesome-PhD

  All the resources I wish I knew when starting my PhD. This repository is aimed to be a living, constantly developing resource where everybody can contribute with new resources!

  44726025

• dfm/extending-jax

  Extending JAX with custom C++ and CUDA code

  Language:Python38010623

• Farama-Foundation/miniwob-plusplus

  MiniWoB++: a web interaction benchmark for reinforcement learning

  Language:HTML299152548

• Farama-Foundation/MicroRTS-Py

  A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)

  Language:Python236113946

• Div99/IQ-Learn

  (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

  Language:Python20932032

• rohanpsingh/mujoco-python-viewer

  Simple renderer for use with MuJoCo (>=2.1.2) Python Bindings.

  Language:Python20322432

• ArnaudFickinger/gym-multigrid

  Lightweight multi-agent gridworld Gym environment

  Language:Python1992342

• ykwon0407/WeightedSHAP

  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)

  Language:Jupyter Notebook1602119

• vwxyzjn/invalid-action-masking

  Source Code for A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

  Language:Python1492322

• jurgisp/memory-maze

  Evaluating long-term memory of reinforcement learning algorithms

  Language:Python13733014

• OutpostUniverse/OPHD

  OutpostHD - Open source remake of Sierra On-Line's Outpost

  Language:C++1101338721

• tianjunz/NovelD

  Language:Python39236

• aijunbai/taxi

  Hierarchical Online Planning and Reinforcement Learning on Taxi

  Language:C++306111

• RedTachyon/coltra-rl

  A modular implementation of PPO, and soon hopefully other algorithms.

  Language:Python263142

• GUT-AI/gut-ai

  Documentation, content and meta files about GUT-AI.

  24302

• ludc/gymecs

  Language:Python23400

• AdaCompNUS/magic

  Macro-Action Generator-Critic (MAGIC) - Learning Macro-actions for online POMDP planning

  Language:C++172232

• Farama-Foundation/Procgen-Staging

  Procgen2: A community maintained fork of procgen

  Language:C++11318

• lebrice/Tutorials

  Source code for the Mila Tutorials

  Language:Python7300

• masud99r/bae

  Code for the paper: Bootstrap Advantage Estimation for Policy Optimization in Reinforcement Learning. https://arxiv.org/abs/2210.07312

  Language:Python3102