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a2c-convlstm-starcraft2-with-pysc2

A2C with ConvLSTM agent playing Starcraft 2 with pysc2

ace

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

acme

A library of reinforcement learning components and agents

android_project

This repository is only for android project

annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

attentive-multi-tasking

Reinforcement learning agent using subnetworks and self-attention

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cds

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

convolutional-lstm-in-tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

dcg

deep-learning-experiments

Notes and experiments to understand deep learning concepts

emc

The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.

fireplace

A Hearthstone simulator in Python

firmament

Firmament Game Engine

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

libfacedetection

A binary library for face detection in images.

lifeblogger

LifeBlogger allows you to post your Nokia Lifeblog favorites to your blog.

line_profiler

Line-by-line profiling for Python

lstm-for-mnist

memory_profiler

Monitor Memory usage of Python code

models

Models and examples built with TensorFlow

open-source-guide

18F’s Style guide for open source project documentation

procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

pymarl

Python Multi-Agent Reinforcement Learning framework

pysc2

StarCraft II Learning Environment

pysc2-ladderbot

Example of an empty bot that can play on the sc2ai.net ladder.

pysc2-rl-agent

(D)RL Agent For PySC2 Environment. Close replication of DeepMind's SC2LE paper architecture.

pysc2-rl-agents

StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

pysc2-tutorial

Tutorials for building a PySC2 bot