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Li Fuyang's Projects

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bcq icon bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bear icon bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

generalized_dt icon generalized_dt

"Generalized Decision Transformer for Offline Hindsight Information Matching" (https://arxiv.org/abs/2111.10364)

hypergat icon hypergat

Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

infogail icon infogail

Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

pearl icon pearl

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

promp icon promp

Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Meta-RL.

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

ucore icon ucore

清华大学操作系统课程实验 (OS Kernel Labs)

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