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16 search results found
Awesome Monte Carlo Tree Search Papers
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537
A curated list of Monte Carlo tree search papers with implementations.
Atari Reset
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156
Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"
Visualize_atari
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99
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Td Gammon
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90
Implementation of TD-Gammon in TensorFlow.
Deep Reinforcement Learning With Double Q Learning
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41
📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️
Atarigrandchallenge
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36
Code for 'The Grand Atari Challenge dataset' paper
Human Level Control Through Deep Reinforcement Learning
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22
📖 Paper: Human-level control through deep reinforcement learning 🕹️
Playing Custom Games Using Deep Learning
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22
Implementation of Google's paper on playing atari games using deep learning in python.
Reward Estimator Corl
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16
Reward Estimation for Variance Reduction in Deep Reinforcement Learning
Atari
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12
1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"
Vast
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9
An implementation of Variational State Tabulation, from the paper here: https://arxiv.org/abs/1802.04325.
P3o
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8
P3O paper code
Risk And Uncertainty
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8
Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"
P3o
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6
Compressing Dynamical Systems Atari
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5
This is both an implementation of the paper "Action-Conditional Video Prediction using Deep Networks in Atari Games" and an extension of some of their results
Beating Atari With Natural Language Guided Rl
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5
This repository is the implementation of the paper "Beating Atari with Natural Language Guided Reinforcement Learning"
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