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successor-representation

Here are 6 public repositories matching this topic...

mike-gimelfarb / deep-successor-features-for-transfer

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

reinforcement-learning keras deep-reinforcement-learning reinforcement-learning-algorithms transfer-learning reinforcement-learning-agent successor-representation successor-features

Updated May 11, 2021
Python

manantomar / DSR

Deep Successor Representation

reinforcement-learning successor-representation successor-features

Updated Mar 6, 2018
Python

LucasAlegre / sfols

Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022

reinforcement-learning rl transfer-learning multi-objective icml successor-representation successor-features multi-objective-rl icml-2022

Updated Sep 21, 2023
Python

onejgordon / sr-dyna

Python implementation of SR-Dyna from Russek, Momennejad et al 2017

python compbio gridworld successor-representation sr-dyna

Updated Oct 26, 2020
Jupyter Notebook

rezazzr / GVF_SR_reinforcement_learning

reinforcement-learning ai artificial-intelligence eigen-vector-decomposition frozenlake successor-representation general-value-functions

Updated Jul 22, 2020
Jupyter Notebook

Waterperry / DeepCoveringEigenOptions

Implementing the DCEO Algorithm (with some modifications!) from Klissarov and Machado (2023).

reinforcement-learning exploration representation-learning successor-representation

Updated May 15, 2023
Python

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