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19 software items. Page 1 of 2. 12 items per page. 1 filters active.
1-12 of 19

mpcrl-greenhouse

Software underlying publication: Reinforcement learning-based model predictive control for greenhouse climate control

  • Agriculture
  • Greenhouse climate control
  • Model predictive control
  • + 1
  • (Markdown)
  • (Other)
  • (Python)
2
23

mpcrl-for-ramp-metering

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

  • Model predictive control
  • Ramp Metering
  • Reinforcement learning
  • (Markdown)
  • (Other)
  • (Python)
  • + 1
1
9

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"

  • data augmentation
  • deep ensembles
  • Machine learning
  • + 2
4
0

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom

  • data augmentation
  • deep ensembles
  • Machine learning
  • + 2
4
0

Code accompanying the paper "Universal Value-Function Uncertainties"

Code accompanying the paper "Universal Value-Function Uncertainties"

  • deep ensembles
  • deep learning
  • Exploration
  • + 4
7
0

diverse-projection-ensembles

Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"

  • deep learning
  • Distributional Reinforcement Learning
  • Exploration
  • + 4
  • (Markdown)
  • (Other)
  • (Python)
3
0

dmpcrl_so

Software underlying publication: Second-Order MPC-Based Distributed Q-Learning

  • Distributed Control
  • Model predictive control
  • Multi-Agent Systems
  • + 1
  • (JSON)
  • (Markdown)
  • (Other)
  • + 1
1
0

e-alphazero

E-AlphaZero: Code underlying the publication: Epistemic Monte Carlo Tree Search

  • Epistemic Uncertainty
  • MCTS
  • Policy Improvement
  • + 2
  • (Markdown)
  • (Other)
  • (Python)
1
0

emctx

EMCTX: Code underlying the publication: Epistemic Monte Carlo Tree Search

  • Epistemic Uncertainty
  • Exploration
  • Policy Improvement
  • + 2
  • (Automake)
  • (JSON)
  • (large-text-file)
  • + 5
1
0

laplace-vrnn

Code underlying the publication: Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks

  • Bayesian optimisation
  • codebase
  • deep learning
  • + 2
  • (Markdown)
  • (Other)
  • (Python)
  • + 2
4
0

mpcrl-cbf

Source code for the publication: Probabilistically safe and efficient model-based Reinforcement Learning

  • Control Barrier Function
  • Model predictive control
  • Reinforcement learning
  • + 1
  • (Markdown)
  • (Matlab)
  • (Other)
  • + 2
1
0

mpcrl-process

Software underlying publication: Integrated Online Monitoring and Adaption of Process Model Predictive Controllers

  • Adaptive Control
  • Model predictive control
  • Performance monitoring
  • + 1
  • (JSON)
  • (Markdown)
  • (Other)
  • + 1
1
0