johan-kallstrom Goto Github PK

mfrl

Mean Field Multi-Agent Reinforcement Learning

microrts

miniworld

Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

mo-gymnasium

Multi-objective Gymnasium environments for reinforcement learning

mo-smacv2

morl

Multi-Objective Reinforcement Learning

morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

mrcscheduling

Sccheduling Environment for Multi-Robot Coordination Problems

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

multiagent

Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

multiagent-particle-envs

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

multiagent_mujoco

Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.

on-policy

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

option-critic

A Tensorflow implementation of the Option-Critic Architecture

option-critic-1

Implementation of Option Critic with Deliberation Cost in Tensorflow

option-critic-arch

Implementation of the Option-Critic Architecture

option_critic

Implementation of the Option-Critic Architecture on the Atari (ALE) environment

pettingzoo

Gym for multi-agent reinforcement learning

pgmorl

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

ppoc

Proximal Policy Option-Critic

prioritized_option_critic

Implementation of the Prioritized Option-Critic on the Four-Rooms Environment

py_trees

Python implementation of behaviour trees.

pymarl2

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

qmix_tf2

QMIX implemented in TensorFlow 2

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

retro

Retro Games in Gym

rl_algorithms

Structural implementation of RL key algorithms

rocketpy

High-Power Rocketry 6 DOF Trajectory Simulation

safeoptioncritic

Safe Option-Critic: Learning Safety in the Option-Critic Architecture