vizdoom

Reinforcement Learning environments based on the 1993 game Doom

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Reinforcement Learning in Keras on VizDoom

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

Reinforcement learning models in ViZDoom environment

C51-DDQN in Keras

Direct Future Prediction (DFP ) in Keras

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

OpenAI Gym wrapper for ViZDoom enviroments

Keras implementation of DQN on ViZDoom environment

Continual Reinforcement Learning in 3D Non-stationary Environments

Experiment code for testing effect of various action space transformations in reinforcement learning

[ 👾 ] ➡️ 💾 ➡️ { 🎮🕹️ } Extra Stable-Baselines3 buffer classes. Reducing RL memory usage drastically with minimal overhead.

Reinforcement learning in 3D.

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

Gym wrapper for Vizdoom environments

😈 Train ViZDoom agents by Reinforcement Learning 👻

PyOblige is Python wrapper for OBLIGE - random level generator for Doom

A2C, ACKTR and A2T implementations for ViZDoom

Online exploration of memory reduction strategies of a DRL agent trained to solve a navigation task on ViZDoom