sweetice

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

BEER-ICLR2024

The present anonymous repository serves as a guide for reproducing the results of the "BEER" method proposed in our ICLR submission "Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation".

Deep-reinforcement-learning-with-pytorch

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

Distributional-Soft-Actor-Critic

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

PEER-CVPR23

Authors' implementation of PEER

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

reinforcement-learning-algorithms

This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

sweetice/Deep-reinforcement-learning-with-pytorch

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

sweetice/PEER-CVPR23

Authors' implementation of PEER

sweetice/BEER-ICLR2024

The present anonymous repository serves as a guide for reproducing the results of the "BEER" method proposed in our ICLR submission "Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation".

sweetice/ERC-ECML-23

Anonymous code for ICML submission 45

sweetice/sweetice.github.io_old

sweetice/ColossalAI

Making large AI models cheaper, faster and more accessible

sweetice/dalai_llama

The simplest way to run LLaMA on your local machine

sweetice/deep-successor-features-for-transfer

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

sweetice/dice_rl

sweetice/drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

sweetice/ffn_geyang

Public Repo for the paper "Overcoming The Spectral-Bias of Neural Value Approximation"

sweetice/gulf

GULF: GUided Learning through successive Functional gradient optimization (author implementation of DPCNN included)

sweetice/learned-fourier-features

Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"

sweetice/LibMTL

A PyTorch Library for Multi-Task Learning

sweetice/llama

Inference code for LLaMA models

sweetice/LLM4Arxiv

sweetice/MEPE

Official implementation of MEPE

sweetice/mpo

PyTorch Implementation of the Maximum a Posteriori Policy Optimisation

sweetice/neural-approx-ss-lfi

Codes for ICLR 21 paper: Neural Approximate Sufficient Statistics for Implicit Models

sweetice/pderl

Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020

sweetice/reward-surfaces

sweetice/RWKV-LM

RWKV is a RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

sweetice/snrl

sweetice/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

sweetice/sweetice.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

sweetice/sweetice.github.io_abondon

sweetice/TD3_BC

Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL

sweetice/tqc_pytorch_1epo

Implementation of Truncated Quantile Critics method for continuous reinforcement learning. https://bayesgroup.github.io/tqc/

sweetice/trl

Train transformer language models with reinforcement learning.

sweetice/voltron-robotics

Voltron: Language-Driven Representation Learning for Robotics