johan-kallstrom's Projects
Python Version of F-16 Maneuver Verification Benchmark
A list of awesome Behavior Trees resources
Quadcopter flight simulator
Baselines for Neural MMO -- new users should treat this repo as a starter project
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
A reusable framework for successor features for transfer in deep reinforcement learning using keras.
Modularized Implementation of Deep RL Algorithms in PyTorch
Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning
An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161
PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.
Q-learning experiment with the Frozen Lake environment
A toolkit for reproducible reinforcement learning research
Google Research
Multi-armed bandits environments for OpenAI Gym
Minimalistic gridworld package for OpenAI Gym
Simulation environments for Multi-Objective Reinforcement Learning (MORL)
Lightweight multi-agent gridworld Gym environment
A minimalist environment for decision-making in autonomous driving
A high fidelity 6DOF flight simulation that the user can fly themselves or run to analyze an aircraft's flight dynamics
Multi-Agent Reinforcement Learning with JAX
Config files for my GitHub profile.
An open source flight dynamics & control software library
A customisable 3D platform for agent-based AI research
Learning to Learn in TensorFlow
A collection of multi agent environments based on OpenAI gym.
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
A Platform for Many-agent Reinforcement Learning