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25 search results found

Chess Alpha Zero ⭐ 1,666

Chess reinforcement learning by AlphaGo Zero methods.

DrQ: Data regularized Q

Generative Query Network Pytorch ⭐ 274

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 87

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

Synthetic_gradients_explained ⭐ 63

This is the code for "Synthetic Gradients Explained" by Siraj Raval on Youtube

Deep_ope ⭐ 42

Overcoming Catastrophic Forgetting In Neural Networks ⭐ 29

Elastic weight consolidation technique for incremental learning.

Two Step Task ⭐ 28

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

Differentiable Neural Computer in TensorFlow

Mujoco Tutorial ⭐ 24

Tutorial on how to get started with MuJoCo Simulation Platform. MuJoCo stands for Multi-Joint dynamics with Contact. It was acquired and made freely available by DeepMind in October 2021, and open sourced in May 2022. Feel free to contribute. Show your support by ✨this repository.

Neural Arithmetic Logic Units

Code to recreate AlphaGo Zero models

WaveNet Introduction

impelementation of audio processing related models.

Oreillyai Gamebots ⭐ 15

This is the Git repo from the O'Reilly AI Conference, NY for the session "Building Game bots using OpenAI's Gym and Universe".

Nalu.pytorch ⭐ 15

Implementation of NALU & NAC (https://arxiv.org/abs/1808.00508 | DeepMind) in PyTorch.

Nfnets Tensorflow 2 ⭐ 13

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

Gn.pytorch ⭐ 10

Alphago_raw ⭐ 6

This repo contains thinking time data of Google DeepMind Challenge: Lee Sedol vs. AlphaGo

Playing Hard Exploration Games By Watching Youtube ⭐ 6

[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)

Autocraft ⭐ 5

AI for SCII built with deepminds pysc2 package

Agz Stockholm Week ⭐ 5

alpha go zero during a week

RL Agent for Atari Game Pong

Interval Bound Propagation Chainer ⭐ 5

Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019

Probability_trees ⭐ 5

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