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29 search results found
Tianshou
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7,125
An elegant PyTorch deep reinforcement learning library.
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Rlseq2seq
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610
Deep Reinforcement Learning For Sequence to Sequence Models
Awesome Monte Carlo Tree Search Papers
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537
A curated list of Monte Carlo tree search papers with implementations.
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Reinforcement_learning_tutorial_with_demo
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357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Multihopkg
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252
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Reinforcement_learning
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250
Reinforcement learning tutorials
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Rl Intro
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73
Rl Course Experiments
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73
Pytorch Rl
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64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Reinforcement Learning Algorithms And Dynamic Programming
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60
Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL
Spinning Up A Pong Ai With Deep Rl
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53
Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.
Fruit Api
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50
A Universal Deep Reinforcement Learning Framework
Pytorch Learn Reinforcement Learning
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42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Reinforcement Learning
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39
Personal experiments on Reinforcement Learning
Connect4
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29
Solving board games like Connect4 using Deep Reinforcement Learning
Rl Implementation Impala
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28
A Test-Implementation of the IMPALA algorithm (by deepmind 2018)
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Rl
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22
A set of RL experiments. Currently including: (1) the MDP rank experiment, based on policy gradient algorithm
Sources Of Reinforcement Learning
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15
All the source codes and lectures of reinforcement learning.
Deep Rl Torcs
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12
Autonomous Navigation using Deep Reinforcement Learning
Rl_webots
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10
Webots project to show how to use Deep Reinforcement Learning with Webots in C++.
Rl Botics
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10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Pong With Policy Gradients
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9
Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/
Deep Reinforcement Learning With Pytorch
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8
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
Reinforcement Learning
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7
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
Rl Recsys
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7
RL Recommendation System
Rlsimulator Sbw Controller Using Reinforcement Learning
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5
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