LLT1

ACE

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

ActionRobustRL

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

atari-representation-learning

Code for "Unsupervised State Representation Learning in Atari"

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentive-multi-tasking

Reinforcement learning agent using subnetworks and self-attention

Awesome-GNN-Recommendation

Graph Neural Network

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

distributed_reinforcement_learning

implementation of distributed reinforcement learning with distributed tensorflow

m3ddpg

pages-for-RL-and-ADP

强化学习和自适应动态规划资料

LLT1/ACE

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

LLT1/Awesome-GNN-Recommendation

Graph Neural Network

LLT1/CloseAirCombat

An environment based on JSBSIM aimed at one-to-one close air combat.

LLT1/cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

LLT1/cnn-xla

A collection of CNN models are trained on Cloud TPU by using PyTorch/XLA

LLT1/DIAYN-PyTorch

Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.

LLT1/flare

Reinforcement Learning with Latent Flow

LLT1/gato

Unofficial Gato: A Generalist Agent

LLT1/GNN-algorithms

图神经网络相关算法详述及实现

LLT1/HILP

Foundation Policies with Hilbert Representations (ICML 2024)

LLT1/hopfield-layers

Hopfield Networks is All You Need

LLT1/key-book

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/

LLT1/learning_research

本人的科研经验

LLT1/MARLlib

The MARL extension for RLlib. A benchmark for research and industry.

LLT1/MaxDiffRL

LLT1/mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

LLT1/peract

Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation

LLT1/pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

LLT1/PRML-book_review

PRML Page-by-page配套资料，对PRML全书及各章节的review

LLT1/radial_rl

Code used in our paper "Robust Deep Reinforment Learning through Adversarial Loss"

LLT1/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

LLT1/rlpyt

Reinforcement Learning in PyTorch

LLT1/robotic-transformer-pytorch

Implementation of RT1 (Robotic Transformer) in Pytorch

LLT1/robotics_transformer

LLT1/SelfNormalizingFlows

LLT1/Sparse_Topology_Distance

Official implementaion for Topological Insights into Sparse Neural Networks ( Liu et al, ECMLPKDD 2020).

LLT1/SRFlow

LLT1/sunrise

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

LLT1/Super-mario-bros-PPO-pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

LLT1/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习