Lamperougeyxy

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

FinRL

FinRL: Financial Reinforcement Learning. 🔥

trl

Train transformer language models with reinforcement learning.

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

Voyager

An Open-Ended Embodied Agent with Large Language Models

transformer-xl

visualboyadvance-m

The continuing development of the legendary VBA gameboy advance emulator.

torchscale

Foundation Architecture for (M)LLMs

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

GITM

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

HARL

Official implementation of HARL algorithms based on PyTorch.

Crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

Multi-Agent-Transformer

smacv2

RESCO

Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)

Multi-Agent-Distributed-PPO-Traffc-light-control

multi agent RL for traffic light control in Sumo using distributed PPO

CDS

[NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.

multi-agent-PPO-on-SMAC

Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.

Transformer-in-Reinforcement-Learning-for-Decision-Making-A-Survey

Transformer in RL for decision-making

unmas

the source code of UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios

VDACs

Value-Decomposition Multi-Agent Actor-Critics

pymarl_transformers

Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Problems (AAMAS 2023)

ASN

smac_exp

An open source benchmark for Multi Agent Reinforcement Learning

A2PO-ICLR2023

Codebase for [Order Matters: Agent-by-agent Policy Optimization](https://openreview.net/forum?id=Q-neeWNVv1)

FOP-DMAC-MACPF