Tyler Malloy's repositories
RL-Theory-Of-Mind
A Theory of Mind Agent for Multiplayer Cooperative and Competitive Card Games
TOM-Planning
Theory of Mind Based Planning for Reinforcement Learning
88308
Course files resources for 88308
bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
CLDAC
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
DisentangledVisualLearning
Experiments for understanding disentanglement in VAE latent representations
gym
A toolkit for developing and comparing reinforcement learning algorithms.
ResourceRationalCognition
Repository for my thesis
hanabi-learning-environment
hanabi_learning_environment is a research platform for Hanabi experiments.
Lifelong-Hanabi
A Continual Multi-agent RL testbed based on Hanabi
PettingZoo
Gym for multi-agent reinforcement learning
pybullet-gym
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
roboschool
Open-source software for robot simulation, integrated with OpenAI Gym.
stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
tylerjamesmalloy.github.io
Personal website for my blog, projects, and information