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27 search results found

Tensor2tensor ⭐ 13,701

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Safe Rlhf ⭐ 1,040

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

Awesome Robotics ⭐ 817

A curated list of awesome links and software libraries that are useful for robots.

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Matterport3dsimulator ⭐ 414

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

Tradzqai ⭐ 136

Trading environnement for RL agents, backtesting and training.

Pymgrid ⭐ 132

pymgrid is a python library to generate and simulate a large number of microgrids.

Houseexpo ⭐ 91

HouseExpo: A Large-scale 2D Indoor Layout Dataset

Reinforcement Learning Distant Supervision Re ⭐ 52

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

Personalized News Recommendation ⭐ 34

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

🔥 Datasets and env wrappers for offline safe reinforcement learning

Transferrl ⭐ 26

Deep Transfer Reinforcement Learning for Text Summarization

Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video (AAAI2020)

Ucl Drl Msc ⭐ 19

Learning to Recommend using a Deep Reinforcement Agent

Generate Mazes of different types and Datasets for Deep Learning (GANs, RL)

Deepbeerinventory Rl ⭐ 16

The code for the SRDQN algorithm to train an agent for the beer game problem

Gandrl_for_nps ⭐ 16

Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

Privacy Preserving Bandits ⭐ 14

Privacy-Preserving Bandits (MLSys'20)

Drlcache ⭐ 13

Deep reinforcement learning-based replacement strategy for content caching.

Neural Architecture Search ⭐ 11

Re-implementation of Neural Architecture Search using Reinforcement Learning

🐍 Python/CLI library for interacting with DataTorch programmatically

Data Science Lab ⭐ 10

Data Science Laboratory

ExORL: Exploratory Data for Offline Reinforcement Learning

Deeplearning ⭐ 8

Deep Learning track / hackdays

Entity Summarization with User Feedback, ESWC 2020

Deeppathwithtensorforce ⭐ 8

DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce

Emergent_comm_rl ⭐ 7

Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input"

Chapter14 Robust Image Enhancement ⭐ 6

Chapter 14 Robust Image Enhancement in book Deep Reinforcement Learning

Imagecaption Underfitting ⭐ 5

Image caption models using visual attention and reinforcement learning (The 4th place solution to the AIChallenger Contest, Image Caption Track by team xiaoquexing)

Dataset Batch(offline) Reinforcement Learning for recommender system

Tatoeba Mt Benchmark ⭐ 5

Tatoeba machine translation benchmark and implementations of different seq2seq algorithms.

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