Medric Sonwa (medric49)

medric49

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Home Page:https://www.linkedin.com/in/medric49/

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Medric Sonwa's repositories

gaifo

Generative adversarial Imitation from Observation

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imitation-from-observation

Imitation from Observation using context translation. An algorithm to train agents to imitate experts based on demonstrations.

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w_distances

Just some implementations of word distance functions.

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acrobot

RL agent for Gym acrobot environment

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atbswp

A minimalist macro recorder

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CMC_MoCo

Implementation of the algorithm Contrastive Multiview Coding (CMC) combined with Momentum Contrast (MoCo) for self-supervised learning of images.

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gym-duckietown

Self-driving car simulator for the Duckietown universe

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ifobl

Imitation from observation using behavioral learning

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semantic_analyzer

A semantic analyzer of sentences and questions based on NLP.

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adversarial-imitation

Experimentation on recent advances of Adversarial Imitation from Observation algorithms

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drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

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embeddings

Just another word embedding algorithm

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gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

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holodeck-1

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

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holodeck-engine

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

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ifo_virl

Imitation from Observation by synchronization with expert actions

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lab

A customisable 3D platform for agent-based AI research

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ngram

Just another test about n-gram models

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plan2explore

Experiments on Plan2Explore algorithm

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spacy_parser

Parsing with Spacy

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SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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syntactic_analyzer

A syntactic analyzer based on analyses of probabilistic grammars

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torchlambda

Lightweight tool to deploy PyTorch models to AWS Lambda

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word_orderer

Word orderer

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wordcounter

Just some experimentation on a word counting task

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