Farama-Foundation/ViZDoom

Reinforcement Learning environments based on the 1993 game Doom :godmode:

Language: C++ - Size: 58.4 MB - Last synced at: 1 day ago - Pushed at: 2 months ago - Stars: 1,827 - Forks: 415

sail-sg/envpool

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

Language: C++ - Size: 3.53 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 1,142 - Forks: 108

cpuheater/cause-life-is-a-game

Solving games with reinforcement learning

Language: Python - Size: 813 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 3

shakenes/vizdoomgym

OpenAI Gym wrapper for ViZDoom enviroments

Language: Python - Size: 180 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 69 - Forks: 28

deepanshut041/Reinforcement-Learning

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

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 117 - Forks: 37

mwydmuch/PyOblige

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

Language: C++ - Size: 3.91 MB - Last synced at: 18 days ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 3

mehdiboubnan/Deep-Reinforcement-Learning-applied-to-DOOM

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

Language: Python - Size: 171 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 16

Miffyli/rl-action-space-shaping

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

Language: Python - Size: 73.2 KB - Last synced at: 30 days ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 2

olavbm/unit8

Repo

Language: Python - Size: 14.6 KB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ivan-v-kush/vizdoom_rl

realisation of reinforcement learning algorithms based with vizdoom

Language: Python - Size: 109 KB - Last synced at: 10 months ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

yasirbarlas/tabular-deep-reinforcement-learning

We investigate the (deep) Q-learning algorithm on different environments and measure the performance of our agents.

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

TheoBIET/VizDoom-RL

vizDoom AI is a study project realized by me at the 3WA, to realize this model of artificial intelligence, I was greatly inspired by the videos of Nicholas Renotte (Youtubeur that I appreciate particularly). The goal of this script is to learn how to play all levels of Doom by himself and be the best he can be.

Language: Python - Size: 52.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Pervasive-AI-Lab/crlmaze

Continual Reinforcement Learning in 3D Non-stationary Environments

Language: Python - Size: 9.83 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 35 - Forks: 4

akolishchak/doom-net-pytorch

Reinforcement learning models in ViZDoom environment

Language: Python - Size: 262 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 130 - Forks: 20

nsavinov/gym-vizdoom

Gym wrapper for Vizdoom environments

Language: Python - Size: 1.36 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 9

falcondai/ttic-programming-requirement

submission to TTI-Chicago programming requirement

Language: Python - Size: 148 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 0

Ohara124c41/Intelligent_Architectures-ViZDoom Fork of Farama-Foundation/ViZDoom

This research project investigated Bio-Inspired Neural Network capabilities and State-of-the-Art implementations. As an experiment, it uses ViZDoom; a Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

Language: C++ - Size: 51.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

flyyufelix/Direct-Future-Prediction-Keras

Direct Future Prediction (DFP ) in Keras

Language: Python - Size: 7.41 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 108 - Forks: 23

Brodong/vizdoommaze

Language: Python - Size: 4.05 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

MHaneferd/mxnet.gluon

Some Python scripts to test out the Mxnet gluon package for deep learning with Doom

Language: Python - Size: 52.7 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0

flyyufelix/C51-DDQN-Keras

C51-DDQN in Keras

Language: Python - Size: 44.3 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 124 - Forks: 31

UFRN-URNAI/urnai-tools

A modular Deep Reinforcement Learning library that supports multiple environments, made with Python 3.6.

Language: Python - Size: 21.2 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 8

flyyufelix/VizDoom-Keras-RL

Reinforcement Learning in Keras on VizDoom

Language: Python - Size: 97.2 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 145 - Forks: 53

sid230798/Doom_Reinforcement_Learning

Used Vizdoom API to train AI-Bot using DQN, DRQN and add a lot of improvements fixed-Q, Dueling, Prioritzing to maximize K/D of Bot.

Language: Python - Size: 170 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

FurkanArslan/deepcon-deep-rl-workshop

05-06 Ekim tarihlerinde gerçekleşen DeepCon konferansındaki Derin Pekiştirmeli Öğrenme Atölyesi

Language: Jupyter Notebook - Size: 8.03 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

p-kar/a2c-acktr-vizdoom

A2C, ACKTR and A2T implementations for ViZDoom

Language: Python - Size: 199 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 4

avdmitry/rl_3d

Reinforcement learning in 3D.

Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 21 - Forks: 3

MichaelFish199/VizDoom-ReinforcementLearning

This project implements an agent for playing the VizDoom game on various levels using the Proximal Policy Optimization (PPO) algorithm from the stablebaselines3 library. The agent is trained to learn the optimal actions to take at each step in the game in order to complete the level and maximize the score.

Language: Jupyter Notebook - Size: 665 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

USC-CSCI527-Spring2021/VizDoom-Bot

Language: Python - Size: 32.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

itaicaspi/keras-dqn-doom

Keras implementation of DQN on ViZDoom environment

Language: Python - Size: 112 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 52 - Forks: 17

cpuheater/representation_rl_lab

Applying representation learning to reinforcement learning

Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

cpuheater/doom-deep-rl-lab

Language: Python - Size: 1.31 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

vtleonardo/Reinforcement-Learning

Implementation of the DQN and DRQN algorithms in Keras and tensorflow

Language: Python - Size: 159 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 2

JEpifanio90/DOOM-IO

Bot that learns through reinforcement learning (RL) how to play DOOM🤖

Language: Python - Size: 374 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

IlliaOvcharenko/rl-21-doom

Language: Python - Size: 10.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

GoingMyWay/ViZDoomAgents

😈 Train ViZDoom agents by Reinforcement Learning 👻

Language: Python - Size: 613 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 4

Theo-Jaunet/MemoryReduction

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

Language: JavaScript - Size: 1.35 GB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

thevasudevgupta/rl-playground

This repo is for playing with reinforcement learning algorithms. I am either using openai gym or ViZDoom as an environment.

Language: Python - Size: 821 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

moabitcoin/cherry-pytorch

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

Language: Python - Size: 356 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 1

hansinahuja/DoomRL Fork of Ekan5h/DoomRL

Training Deep RL agents in VizDoom.

Size: 121 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GoingMyWay/ImitationLearning

😺 Imitation Learning based on A3C algorithm 🛠

Language: Python - Size: 179 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

lukasmyth96/DoomQN

Implemented DQN with Intrinsic Curiosity Module for a VizDoom competition at nate.

Language: Python - Size: 3.56 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

emasquil/doom-rl

Deep reinforcement learning agents that play Doom using Python.

Language: Python - Size: 132 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

DrLux/VAE-on-VizdoomTakeCover

Convolutional Variational Autoencoder on VizdoomTakeCover

Language: Jupyter Notebook - Size: 38 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

mugoh/reinforcementLearning

A Reinforcement Learning Playground

Language: Python - Size: 448 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

GoingMyWay/ProgressiveNeuralNetwork

😅 Progressive Neural Network, based on A3C to train agents on ViZDoom scenarios

Language: Python - Size: 180 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1