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DRL/MAS
- Tianjin China
- wwxfromtju.github.io
Stars
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)
A library for creating Gym environments with unified API to various physics simulators
a modular reinforcement learning library with JAX agents
GitHub's code repository is all you need
Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
AI4U is a plugin that allows you use the Godot Game Engine to specify agents with reinforcement learning. Non-Player Characters (NPCs) of games can be designed using ready-made components.
Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight
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
A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Mirror Descent Policy Optimization
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Training and serving large-scale neural networks with auto parallelization.
A Multi-Task Dataset for Simulated Humanoid Control
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).