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Search results for deep learning reinforcement learning
deep-learning
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reinforcement-learning
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741 search results found
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Autokernel
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724
AutoKernel 是一个简单易用,低门槛的自动算子优化工具,提高深度学习算法部署效率。
Deeprec
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723
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
Ml University
⭐
710
Machine Learning Open Source University
Pytorch Rl
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703
Deep Reinforcement Learning with pytorch & visdom
Dreamerv2
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700
Mastering Atari with Discrete World Models
Super Mario Bros Ppo Pytorch
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692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Iris
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681
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
Mortal
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655
🚀🀄️ A fast and strong AI for riichi mahjong, powered by Rust and deep reinforcement learning.
Ai_all_resources
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647
A curated list of Best Artificial Intelligence Resources
Replicating Deepmind
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646
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
Reversi Alpha Zero
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634
Reversi reinforcement learning by AlphaGo Zero methods.
Neuraldialogpapers
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629
Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)
Fast_abs_rl
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622
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Rl_games
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603
RL implementations
Hands On Reinforcement Learning With Python
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596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Overcooked_ai
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593
A benchmark environment for fully cooperative human-AI performance.
Courses
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590
Answers for Quizzes & Assignments that I have taken
Jaxrl
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576
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Rlzoo
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561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Async_deep_reinforce
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560
Asynchronous Methods for Deep Reinforcement Learning
Animalai Olympics
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552
Code repository for the Animal AI Olympics competition
Tensorflow Value Iteration Networks
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544
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
Chinesechess Alphazero
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542
Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
Awesome Monte Carlo Tree Search Papers
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537
A curated list of Monte Carlo tree search papers with implementations.
Deepreinforcementlearninginaction
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536
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
Torch Light
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525
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
Machine Learning Articles
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519
Monthly Series - Top 10 Machine Learning Articles
Reaver
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516
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Exposure
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511
Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
Gym Starcraft
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505
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
Complete Life Cycle Of A Data Science Project
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499
Complete-Life-Cycle-of-a-Data-Science-Project
Awesome Carla
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486
👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
Aigames
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484
use AI to play some games.
Awesome Deep Rl
⭐
477
A curated list of awesome Deep Reinforcement Learning resources.
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Rl_algorithms
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470
Structural implementation of RL key algorithms
Free Ai Resources
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466
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
Agilerl
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457
Streamlining reinforcement learning with RLOps
Obstacle Tower Env
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453
Obstacle Tower Environment
Lamda Rlhf Pytorch
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444
Open-source pre-training implementation of Google's LaMDA in PyTorch. Adding RLHF similar to ChatGPT.
Warp Drive
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427
Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
Gdrl
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422
Grokking Deep Reinforcement Learning
Ravens
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420
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
Mlinterview
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419
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Deep Reinforcement Learning Survey
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418
My Exploration on Deep Reinforcement Learning Survey
Huskarl
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417
Deep Reinforcement Learning Framework + Algorithms
Irl Imitation
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412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Awesome Ai
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412
A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)
Tf2rl
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408
TensorFlow2 Reinforcement Learning
Flappy Bird Deep Q Learning Pytorch
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407
Deep Q-learning for playing flappy bird game
Tetris Deep Q Learning Pytorch
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404
Deep Q-learning for playing tetris game
Rllte
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403
Long-Term Evolution Project of Reinforcement Learning
Handful Of Trials
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400
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
Papers In 100 Lines Of Code
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395
Implementation of papers in 100 lines of code.
Panda Gym
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385
Set of robotic environments based on PyBullet physics engine and gymnasium.
Rl Chatbot
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383
🤖 Deep Reinforcement Learning Chatbot
Pokerrl
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380
Framework for Multi-Agent Deep Reinforcement Learning in Poker
Genrl
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375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Awesome Full Stack Machine Learning Courses
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370
Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.
Datascience_artificialintelligence_utils
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369
Examples of Data Science projects and Artificial Intelligence use-cases
Drq
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369
DrQ: Data regularized Q
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Tensorlayer Tricks
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351
How to use TensorLayer
Reward Learning Rl
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348
[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
Neural Symbolic Machines
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346
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
Pytorch Vsumm Reinforce
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342
Unsupervised video summarization with deep reinforcement learning. AAAI'18.
Resources
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333
Resources on various topics being worked on at IvLabs
Crafter
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330
Benchmarking the Spectrum of Agent Capabilities
Rltrader
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324
파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)
Betty
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316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Virtualhome
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311
API to run VirtualHome, a Multi-Agent Household Simulator
Text_summurization_abstractive_methods
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310
Multiple implementations for abstractive text summurization , using google colab
Dreamer
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310
Dream to Control: Learning Behaviors by Latent Imagination
Tetris_mcts
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309
MCTS project for Tetris
Pytorch Ddpg Naf
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304
Implementation of algorithms for continuous control (DDPG and NAF).
Uav Ddpg
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297
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
Agentnet
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293
Deep Reinforcement Learning library for humans
Accel Brain Code
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289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
Allenact
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288
An open source framework for research in Embodied-AI from AI2.
Deep Learning Nlp Rl Papers
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286
Recent Deep Learning papers in NLU and RL
Reinforcement Learning Stanford
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283
🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉
Curl
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280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Artificial Intelligence Projects
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280
Collection of Artificial Intelligence projects.
Handyrl
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278
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
Handson Ml
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277
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
Rad
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273
RAD: Reinforcement Learning with Augmented Data
Vel
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273
Velocity in deep-learning research
Self Driving Truck
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271
Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning
Dm_env
⭐
271
A Python interface for reinforcement learning environments
Ibc
⭐
270
Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/
Deep Rl
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270
Collection of Deep Reinforcement Learning algorithms
Drl4recsys
⭐
265
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
Skrl
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263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
Dreamerv3 Torch
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254
Implementation of Dreamer v3 in pytorch.
Pytorch Trpo
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252
PyTorch implementation of Trust Region Policy Optimization
Reinforcement_learning
⭐
250
Reinforcement learning tutorials
Maze
⭐
249
Maze Applied Reinforcement Learning Framework
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