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@lasgroup LAS @ ETH Zurich

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    27 repositories

    • model-based-rl

      Public
      Repository for doing model based RL
      Python
      •
      MIT License
      •0•6•0•0•Updated Dec 9, 2024Dec 9, 2024

    • Model-based-policy-optimizers

      Public
      Model based policy optimizers
      Python
      •
      MIT License
      •1•5•0•0•Updated Nov 15, 2024Nov 15, 2024

    • gosafeopt

      Public
      Globally Safe Model-free Exploration of Dynamical Systems
      bayesian-optimizationparameter-tuninggosafeoptsafe-exploration
      Python
      •
      GNU General Public License v3.0
      •6•29•0•0•Updated Nov 11, 2024Nov 11, 2024

    • MaxMinLCB

      Public
      Code for our paper "Bandits with Preference Feedback: A Stackelberg Game Perspective"
      banditsfine-tuningpreference-learning
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Nov 2, 2024Nov 2, 2024

    • HPGD

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 1, 2024Nov 1, 2024

    • bayesian_statistical_models

      Public
      Python
      •
      MIT License
      •4•5•0•0•Updated Oct 30, 2024Oct 30, 2024

    • opax

      Public
      Python
      •2•17•0•0•Updated Oct 21, 2024Oct 21, 2024

    • model-based-meta-rl

      Public
      Python
      •
      MIT License
      •1•11•0•0•Updated Oct 15, 2024Oct 15, 2024

    • safe-adaptation-gym

      Public
      A Safety-Gym based benchmark suite for safe meta RL
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 26, 2024Sep 26, 2024

    • jax-cpo

      Public
      Implementation of Constrained Policy Optimization with JAX
      Python
      •
      MIT License
      •0•4•0•0•Updated Aug 29, 2024Aug 29, 2024

    • safe-adaptation-agents

      Public
      Implementation of adaptive constrained RL algorithms. Child repository of @lasgroup/safe-adaptation-gym
      machine-learningreinforcement-learningai-safetymeta-learningsafe-adaptation
      Python
      •
      MIT License
      •1•2•0•0•Updated Jul 22, 2024Jul 22, 2024

    • simulation_transfer

      Public
      Transferring inductive bias / prior knowledge from domain specific simulations and models
      Python
      •
      MIT License
      •1•2•0•0•Updated Jun 6, 2024Jun 6, 2024

    • TaCoS

      Public
      Python
      •0•1•0•0•Updated May 22, 2024May 22, 2024

    • ml-protein-design-sav-gold

      Public
      analysis, preparation and reporting for streptavidin design using active learning
      Jupyter Notebook
      •0•2•0•0•Updated May 21, 2024May 21, 2024

    • cocorl

      Public
      Code for Convex Constraint Learning for RL
      Python
      •1•4•0•0•Updated Feb 28, 2024Feb 28, 2024

    • ALEXP

      Public
      Simultaneous Online Optimization and Model Selection, based on our paper "Anytime Model Selection for Linear Bandits"
      Python
      •
      MIT License
      •0•2•0•0•Updated Nov 24, 2023Nov 24, 2023

    • GNNBO

      Public
      Code for our paper "Graph Neural Network Bandits"
      Python
      •
      MIT License
      •0•5•0•0•Updated Apr 5, 2023Apr 5, 2023

    • ushcn_dgm

      Public
      Python
      •0•1•0•0•Updated Dec 15, 2022Dec 15, 2022

    • aceirl

      Public
      Implementation of "Active Exploration for Inverse Reinforcement Learning (AceIRL), NeurIPS 2022.
      Jupyter Notebook
      •
      MIT License
      •2•10•0•0•Updated Oct 12, 2022Oct 12, 2022

    • lbsgd-rl

      Public
      Implementation of Log Barriers SGD used in the RL experiment of the "Log Barriers for Safe Optimization of Smooth Objectives and Constraints with Application to Reinforcement Learning" paper.
      Python
      •
      MIT License
      •3•4•0•0•Updated Sep 16, 2022Sep 16, 2022

    • adaptive-constraint-learning

      Public
      Code accompanying the paper "Interactively Learning Preference Constraints in Linear Bandits" (ICML 2022).
      Python
      •
      MIT License
      •0•6•0•0•Updated Jun 13, 2022Jun 13, 2022

    • adaga

      Public
      Python
      •
      BSD 2-Clause "Simplified" License
      •0•5•0•0•Updated Jun 9, 2022Jun 9, 2022

    • stable-ndde

      Public
      Julia
      •
      MIT License
      •2•0•0•0•Updated Dec 5, 2021Dec 5, 2021

    • dgm

      Public
      Python
      •
      MIT License
      •3•0•0•0•Updated Nov 8, 2021Nov 8, 2021

    • ODIN

      Public
      Python 3.6 and TensorFlow implementation of the ODIN algorithm
      Python
      •
      MIT License
      •6•1•0•0•Updated Dec 3, 2019Dec 3, 2019

    • AReS-MaRS

      Public
      Python 3.6 and TensorFlow implementation of the AReS and MaRS algorithms
      Python
      •
      MIT License
      •3•0•0•0•Updated Jun 23, 2019Jun 23, 2019

    • FGPGM

      Public
      Python
      •2•0•0•0•Updated Mar 1, 2019Mar 1, 2019