My learning notes for ML SYS.

Lean documentation authoring tool

Tool for euclidean geometry aware of logic

Java Geometry Expert

RLHF implementation details of OAI's 2019 codebase

A collection of LLM with RL papers

Unified Reinforcement Learning Framework

Honor of Kings AI Open Environment of Tencent

2020 course on Online learning

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

LAMB Optimizer for Large Batch Training (TensorFlow version)

Framework to build and train RL algorithms

Active visual tracking library based on PyTorch.

Python implementation of behaviour trees.

A platform that lets you build agents to learn to play StarCraft: Brood War.

Open-source simulator for autonomous driving research.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

Deep Reinforcement Learning

Deformable Convolutional Networks

Reinforcement learning with unsupervised auxiliary tasks

Connecting Torch to StarCraft