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state-representation-learning

Here are 5 public repositories matching this topic...

araffin / learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

simulator reinforcement-learning unity openai gym vae self-driving-car rl sac srl donkey-car state-representation-learning stable-baselines soft-actor-critic

Updated Apr 5, 2022
Python

araffin / srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

reinforcement-learning deep-learning neural-network pytorch autoencoder vae representation-learning srl state-representation-learning inverse-model forward-model

Updated Aug 6, 2019
Python

TLESORT / State-Representation-Learning-An-Overview

Simplified version of "State Representation Learning for Control: An Overview" bibliography

reinforcement-learning deep-learning representation-learning unsupervised-learning state-representation-learning

Updated Jun 25, 2019

matakshay / DeepRL-for-Delayed-Rewards

Deep RL for Temporal Credit Assignment in decision processes with delayed rewards

deep-neural-networks monte-carlo deep-reinforcement-learning q-learning pytorch reinforcement-learning-algorithms sarsa markov-decision-processes multi-layer-perceptron temporal-differencing-learning node2vec state-representation-learning graph-neural-networks graph-representation-learning pytorch-geometric model-free-rl epsilon-greedy-exploration delayed-rewards episodic-rewards temporal-credit-assignment

Updated Jun 18, 2022
Jupyter Notebook

astrid-merckling / SRL4RL

XSRL (eXploratory State Representation Learning)

python machine-learning control deep-learning robotics pixel deep-reinforcement-learning pytorch gym exploration unsupervised-learning state-representation-learning pretraining

Updated Feb 28, 2022
Python

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