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GitHub topics: non-stationary-environment

EtienneKuenzel/Continual-DQN-Expansion

Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion

Language: Python - Size: 487 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

unibe-cns/TopDownOFC

Code for the manuscript 'Hierarchy of prediction errors shapes the learning of context-dependent sensory representations'

Language: Python - Size: 40.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

Alowis/RtsEva

R package to apply the transformed-stationary extreme value analysis

Language: R - Size: 7.61 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

Pervasive-AI-Lab/crlmaze

Continual Reinforcement Learning in 3D Non-stationary Environments

Language: Python - Size: 9.83 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 35 - Forks: 4

kmalialis/queue_based_resampling

Queue-Based Resampling (QBR, ICANN 2018)

Language: Python - Size: 1.15 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 2

matbelcao/Online-Learning-Labs

Matlab laboratories for the course "Online Learning and Monitoring" at Politecnico di Milano

Language: MATLAB - Size: 29.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

twkillian/nonstationary_contextual_bandits

Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.

Language: Python - Size: 634 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

SuReLI/dyna-gym

This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.

Language: Python - Size: 39.7 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 27 - Forks: 4

YRussac/WeightedLinearBandits

Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"

Language: Jupyter Notebook - Size: 673 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 17 - Forks: 1

saeedghoorchian/NCC-Bandits

Experiments for paper "Online Learning with Costly Features in Non-stationary Environments"

Language: Jupyter Notebook - Size: 71 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

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

Language: Java - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

AvisekNaug/CDC2020

Work for CDC2020

Language: Jupyter Notebook - Size: 63.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0