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  • šŸ‘‹ Hi, Iā€™m @johan-kallstrom
  • šŸ‘€ Iā€™m interested in reinforcement learning in multi-agent systems.
  • šŸŒ± Iā€™m currently focused on multi-objective reinforcement learning in systems where human and synthetic agents must collaborate to solve tasks.

johan-kallstrom's Projects

baldr icon baldr

Quadcopter flight simulator

baselines icon baselines

Baselines for Neural MMO -- new users should treat this repo as a starter project

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

dynmorl icon dynmorl

Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning

feudal_networks icon feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

feudalnets-pytorch icon feudalnets-pytorch

PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.

garage icon garage

A toolkit for reproducible reinforcement learning research

gym-mo icon gym-mo

Simulation environments for Multi-Objective Reinforcement Learning (MORL)

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

j6dof-flight-sim icon j6dof-flight-sim

A high fidelity 6DOF flight simulation that the user can fly themselves or run to analyze an aircraft's flight dynamics

jaxmarl icon jaxmarl

Multi-Agent Reinforcement Learning with JAX

jsbsim icon jsbsim

An open source flight dynamics & control software library

lab icon lab

A customisable 3D platform for agent-based AI research

ma-gym icon ma-gym

A collection of multi agent environments based on OpenAI gym.

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

magent icon magent

A Platform for Many-agent Reinforcement Learning

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