#Atari

Showing 18 of 18 repositories tagged #atari, ranked by stars

thu-ml
thu-ml
tianshou

An elegant PyTorch deep reinforcement learning library.

Score
100
β˜… 10.8k β‘‚ 1.3k +25/day
Python
vwxyzjn
vwxyzjn
cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Score
67
β˜… 10.1k β‘‚ 1.1k +17/day
Python
Provenance-Emu
Provenance-Emu
Provenance

iOS & tvOS multi-emulator frontend, supporting various Atari, Bandai, NEC, Nintendo, Sega, SNK and Sony console systems… Get Started: https://wiki.provenance-emu.com |

Score
0
β˜… 6.3k β‘‚ 704 +3/day
C
ikostrikov
ikostrikov
pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Score
100
β˜… 3.9k β‘‚ 843 β€”
Python
opendilab
opendilab
DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Score
33
β˜… 3.6k β‘‚ 436 +3/day
Python
eloialonso
eloialonso
diamond

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

Score
82
β˜… 2.1k β‘‚ 160 +2/day
Python
danijar
danijar
dreamerv2

Mastering Atari with Discrete World Models

Score
73
β˜… 1.1k β‘‚ 210 β€”
Python
MushroomRL
MushroomRL
mushroom-rl

Python library for Reinforcement Learning.

Score
0
β˜… 937 β‘‚ 162 +1/day
Python
eloialonso
eloialonso
iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

Score
64
β˜… 894 β‘‚ 97 β€”
Python
OpenRL-Lab
OpenRL-Lab
openrl

Unified Reinforcement Learning Framework

Score
0
β˜… 838 β‘‚ 83 +1/day
Python
benedekrozemberczki
benedekrozemberczki
awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

Score
91
β˜… 713 β‘‚ 76 +1/day
Python
gsurma
gsurma
atari

AI research environment for the Atari 2600 games πŸ€–.

Score
55
β˜… 263 β‘‚ 73 β€”
Python
uber-research
uber-research
atari-model-zoo

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

Score
45
β˜… 205 β‘‚ 34 β€”
Jupyter Notebook
heronsystems
heronsystems
adeptRL

Reinforcement learning framework to accelerate research

Score
36
β˜… 205 β‘‚ 26 β€”
Python
AdrianHsu
AdrianHsu
breakout-Deep-Q-Network

Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout

Score
27
β˜… 97 β‘‚ 20 β€”
Python
jrobine
jrobine
twm

Transformer-based World Models

Score
0
β˜… 90 β‘‚ 10 β€”
Python
qlan3
qlan3
gym-games

A collection of Gymnasium compatible games for reinforcement learning.

Score
18
β˜… 90 β‘‚ 22 β€”
Python
KaleabTessera
KaleabTessera
DQN-Atari

Deep Q-Learning (DQN) implementation for Atari pong.

Score
9
β˜… 86 β‘‚ 15 β€”
Python
Related Topics
#reinforcement-learning#deep-learning#machine-learning#pytorch#artificial-intelligence#dqn#mujoco#deep-reinforcement-learning#research#rl#world-models#a2c

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