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Kostis's Projects

cherry icon cherry

PyTorch Reinforcement Learning Framework for Researchers

dl_4_slam icon dl_4_slam

Using Deep Learning (RNNs) for Second Language Acquisition Modeling

drone-rl icon drone-rl

Frontal Face Tracking for Drones using Reinforcement Learning

exploring_meta icon exploring_meta

Experiments on Model-Agnostic Meta-Learning on Few-Shot Image Classification and Meta-RL (Meta-World)

llm-attacks icon llm-attacks

Universal and Transferable Attacks on Aligned Language Models

mer icon mer

Continual Meta Learning Experiments

metaworld icon metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

moviestream_task icon moviestream_task

Next movie predictions based on the [Movielens dataset](https://grouplens.org/datasets/movielens/100k/)

mrcl_re icon mrcl_re

Reproducibility challenge NeurIPS 2019: Tensorflow implementation of MRCL - Meta-Learning Representations for Continual Learning based in https://arxiv.org/abs/1905.12588 and https://github.com/khurramjaved96/mrcl.

pii_detector icon pii_detector

Finetune a LLM for PII detection, and serve it with TorchServe in a Docker Container

trading-rl icon trading-rl

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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