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reinforcement-learning
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64 search results found
Ray
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29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Deep Learning Drizzle
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10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Beautifulalgorithms.jl
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1,281
Concise and beautiful algorithms written in Julia
Ppo Pytorch
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1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Rl Baselines Zoo
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1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Evotorch
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941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Awesome Robotics
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817
A curated list of awesome links and software libraries that are useful for robots.
Maro
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765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Spot_mini_mini
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740
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
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。
Or Gym
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269
Environments for OR and RL Research
Pytorch Trpo
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252
PyTorch implementation of Trust Region Policy Optimization
Maze
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249
Maze Applied Reinforcement Learning Framework
Np Hard Deep Reinforcement Learning
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231
pytorch neural combinatorial optimization
Learningx
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213
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Pyxab
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135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
Safeopt
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108
Safe Bayesian Optimization
Adam
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82
adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.
Ppo
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72
Proximal Policy Optimization implementation with TensorFlow
Mpc Reinforcement Learning
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68
Reinforcement Learning with Model Predictive Control
Korali
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67
High-performance framework for uncertainty quantification, optimization and reinforcement learning.
Bolero
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60
Behavior Optimization and Learning for Robots
Constrained Decision Making Paper List
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55
Paper list for constrained policy optimization in reinforcement learning.
Notes
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50
The notes for Math, Machine Learning, Deep Learning and Research papers.
Binpacking_neural_combinatorial_optimization
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49
Bin Packing Problem using Neural Combinatorial Optimization.
Reading Notes Ml
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48
Progress, Notes, Summaries and a lot of Questions on Machine Learning
Mobile Env
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42
An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
Ppo
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40
PyTorch implementation of Proximal Policy Optimization
Moldqn Pytorch
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40
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
Drills
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39
DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)
Covid Xprize
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37
Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge
Ppo Pytorch
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35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
Pop3d
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35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
Reinforcement Learning Sumo
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30
Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework
Ppo Stein Control Variate
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29
Proximal Policy Optimization with Stein Control Variates:
Optimization_of_image_description_metrics_using_policy_gradient_methods
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29
Tensorflow implement of paper: Optimization of image description metrics using policy gradient methods
Amazon Accessible Rl Sdk
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28
A2RL is a Python library for offline reinforcement learning
Rlmolecule
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25
A reinforcement learning library for material and molecule optimization
Walk_the_blocks
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22
Implementation of Scheduled Policy Optimization for task-oriented language grouding
Relevancytuning
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19
Dice.com tutorial on using black box optimization algorithms to do relevancy tuning on your Solr Search Engine Configuration from Simon Hughes Dice.com
High Dim Es Rl
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19
Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
Optim4rl
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17
Optim4RL is a framework of learning to optimize for reinforcement learning.
End2end Job Shop Scheduling Cp
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16
An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model
Finance World
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16
Optimization techniques on the financial area for the hedging, investment starategies, and risk measures
Rlinwifi
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15
Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.
Geneticalgo_openaigymcartpole
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15
Implementation of Genetic Algorithm to balance inverted pendulum in OpenAI gym environment
Qbso Fs
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15
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
Reinforcement_learning_ppo_rnd
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14
Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
Machine Learning Summer Schools
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14
Curated materials for different machine learning related summer schools
Tkger
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12
Some papers on Temporal Knowledge Graph Embedding and Reasoning
Safe Rl Benchmark
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12
A library to benchmark reinforcement learning algorithms
Alwayssafe
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12
Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"
Deep Bayesian Quadrature Policy Optimization
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9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Pytorch Optimize
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9
A simple black-box optimization framework to train your pytorch models for optimizing non-differentiable objectives
Artificial Intelligence
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8
Artificial Intelligence + Deep Learning
Falcon_a
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8
Expert Advisor based on Falcon Template and kNN trading algorithm
Onpolicybaselines
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8
on-policy optimization baselines for deep reinforcement learning
Ml Dl Rl_codes
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8
This repository contains codes starting from the basic machine learning to advanced topics in Ipython Notebooks.
Ppo Tensorflow 2.0
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8
Proximal Policy Optimization with Tensorflow 2.0
Spgd Search Party Gradient Descent Algorithm
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7
SPGD: Search Party Gradient Descent algorithm, a Simple Gradient-Based Parallel Algorithm for Bound-Constrained Optimization. Link: https://www.mdpi.com/2227-7390/10/5/800
Machine_learning_workbench
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7
Workbench for practical machine learning in Ruby.
Gpyopt Ml Agents
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6
Gaussian process optimization using GPyOpt for Unity ML-Agents Toolkit
Mlds_2018spring
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6
Machine learning and deep structure
Alpype
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6
An open source library for connecting AnyLogic models with python-based experiments
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