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

Grammars written for ANTLR v4; expectation that the grammars are free of actions.

A framework for modeling non-stationary Markov decision processes and the key decision making problems in these environments

A non-saturating, open-ended environment for evaluating LLMs in Factorio

verl: Volcano Engine Reinforcement Learning for LLMs

NVidia sass disassembler/inline patcher

An interface library for RL post training with environments.

torchcomms: a modern PyTorch communications API

Machine Learning Engineering Open Book

Latex Book/Note Writing Tutorial

The contents of /mnt/skills in Claude's code interpreter environment

Epistemic AlphaZero utilizes uncertainty to explore and learn even when AlphaZero gets stuck.

stdgpu: Efficient STL-like Data Structures on the GPU

Really Fast End-to-End Jax RL Implementations

♟️ Vectorized RL game environments in JAX

AlphaZero based engine for the game of Go (圍棋/围棋).

Chisel: A Modern Hardware Design Language

open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

A Survey of Reinforcement Learning for Large Reasoning Models

Self-hosted AI coding assistant

Tensor library for machine learning

An open-source efficient deep learning framework/compiler, written in python.

OpTree: Optimized PyTree Utilities

This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback