Lamperougeyxy

aamas_19

Source code for the paper "Online Abstraction with MDP Homomorphisms for Deep Learning".

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

ai-deadlines

:alarm_clock: AI conference deadline countdowns

AlphaGOZero-python-tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

anonymous_github

Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

ArraySortAlgorithm

各个排序算法

atari-py

An `openai/atari-py` fork with Windows support and removed zlib/libpng dependencies. Binaries (wheels) are on "Releases" tab.

Synthetic-PandoraHearts-Jack

TStarBots

Lamperougeyxy/Synthetic-PandoraHearts-Jack

Lamperougeyxy/ai-deadlines

:alarm_clock: AI conference deadline countdowns

Lamperougeyxy/anonymous_github

Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.

Lamperougeyxy/CDS

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

Lamperougeyxy/CityFlow

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

Lamperougeyxy/DOP

Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)

Lamperougeyxy/facmac

Lamperougeyxy/FinRL

FinRL: Financial Reinforcement Learning. 🔥

Lamperougeyxy/gem

Lamperougeyxy/go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

Lamperougeyxy/gps

Guided Policy Search

Lamperougeyxy/handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Lamperougeyxy/Homophily-MARL

Code for "Learning Homophilic Incentives in Sequential Social Dilemmas"

Lamperougeyxy/LESSON

Lamperougeyxy/MADDPG-1

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

Lamperougeyxy/mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

Lamperougeyxy/MPE-Multiagent-RL-Algos

Simple verification experiments codes for multi-agent RL using OpenAI MPE environment

Lamperougeyxy/multi-agent-PPO-on-SMAC

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

Lamperougeyxy/multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

Lamperougeyxy/Offline-Pre-trained-Multi-Agent-Decision-Transformer

Lamperougeyxy/pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Lamperougeyxy/PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Lamperougeyxy/QPLEX

Lamperougeyxy/RODE

Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is a scalable role-based multi-agent learning method which effectively discovers roles based on joint action space decomposition according to action effects, establishing a new state of the art on the StarCraft multi-agent benchmark.

Lamperougeyxy/smac_plus

An open source benchmark for Multi Agent Reinforcement Learning

Lamperougeyxy/smacv2

Lamperougeyxy/Synthetic-PandoraHearts

Lamperougeyxy/TRPO-in-MARL

Lamperougeyxy/visualboyadvance-m

The continuing development of the legendary VBA gameboy advance emulator.

Lamperougeyxy/wqmix

Code for Weighted QMIX