non-stationary-environment

There are 0 repository under non-stationary-environment topic.

crlmaze
Pervasive-AI-Lab / crlmaze
Continual Reinforcement Learning in 3D Non-stationary Environments
reinforcement-learning machine-learning deep-learning benchmark non-stationary-environment vizdoom continual-learning
Language:Python 36
SuReLI / dyna-gym
This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.
reinforcement-learning monte-carlo-tree-search non-stationary-environment gym-environment cartpole
Language:Python 29
YRussac / WeightedLinearBandits
Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"
bandits non-stationary-environment neurips-2019
Language:Jupyter Notebook 17
saeedghoorchian / NCC-Bandits
Experiments for paper "Online Learning with Costly Features in Non-stationary Environments"
concept-drift contextual-bandits costly-features multi-armed-bandit non-stationary-environment
Language:Jupyter Notebook 5
kmalialis / queue_based_resampling
Queue-Based Resampling (QBR, ICANN 2018)
online-learning class-imbalance concept-drift machine-learning non-stationary-environment neural-networks data-streams
Language:Python 4
michaelchiucw / DiversityPool
The implementation of the Diversity Pool algorithm, proposed in the paper "Diversity-Based Pool of Models for Dealing with Recurring Concepts" and presented at IJCNN '18
machine-learning-algorithms online-learning-algorithms concept-drift recurring-concepts recurring-changes diversity-measures non-stationary-environment
Language:Java 2
twkillian / nonstationary_contextual_bandits
Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.
bayesian-linear-regression contextual-bandits non-stationary-environment numpyro thompson-sampling
Language:Python 2
matbelcao / Online-Learning-Labs
Matlab laboratories for the course "Online Learning and Monitoring" at Politecnico di Milano
online-learning machine-learning multi-armed-bandit non-stationary-environment anomaly-detection domain-adaptation
Language:MATLAB 1
AvisekNaug / CDC2020
Work for CDC2020
reinfrocement-learning smart-home smart-cities smart-building non-stationary-environment gym-environment custom-gym-environment stable-baselines tensorflow lstm
Language:Jupyter Notebook