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followers: 8.0 following: 37.0 repos: 105.0 gists: 0.0

Type: User

Company: Institute of Automation，Chinese Academy of Sciences

Bio: ideas matter

Location: Beijing

llt1's Projects

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

batch_d3pg

Batch version of D3PG in PyTorch

bess

bess: Best Subset Selection

closeaircombat

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

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cnn-xla

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

d2l-en

An interactive deep learning book with code, math, and discussions.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-rl-tf2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

deeppink

DeepPINK: reproducible feature selection in deep neural networks

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-1

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

diayn-pytorch

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

distributed-ppo

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).

distributed-reinforcement-learning

Single-machine implementations of distributed reinforcement learning algorithms with Ray and PyTorch

distributed_reinforcement_learning

implementation of distributed reinforcement learning with distributed tensorflow

dynamics-aware-embeddings

Official implementation of DynE, Dynamics-aware Embeddings for RL

efficientdnns

Collection of recent methods on DNN compression and acceleration

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

flare

Reinforcement Learning with Latent Flow

gato

Unofficial Gato: A Generalist Agent

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