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Matthew Allen's Projects

astar icon astar

Custom Astar pathing algorithm with 2D platformer physics

audiomancer-beta icon audiomancer-beta

A fun 2D game I am developing as a learning experience with a few friends.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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_pytorch icon deeprl_pytorch

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

dfd-starter icon dfd-starter

A Scalable Finite Difference Method for Deep Reinforcement Learning

recursive-knight icon recursive-knight

A homework problem from a C++ course I took at university. I've posted it here for safekeeping.

rlfieldsetplugin icon rlfieldsetplugin

Rocket League bakkesmod plugin and python module for setting field state.

rlgym-ppo icon rlgym-ppo

A vectorized implementation of PPO for use with RLGym

simc icon simc

Simulationcraft engine/GUI

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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