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1. Explainable-Multi-Objective-RL-with-PCNs Explainable-Multi-Objective-RL-with-PCNs Public

   Master Thesis research code for making multi-objective RL policies more interpretable through Pareto-conditioned RL, counterfactual explanations, goal-influence analysis, and interactive policy ins…

   Python

2. AI-Instrument-Classification AI-Instrument-Classification Public

   This project explores the capabilities of machine learning in identifying musical instruments from audio samples. It leverages the rich NSynth dataset, featuring a diverse collection of instrument …

   Jupyter Notebook 3

3. LSC LSC Public

   Code for the LSC paper, including the LSC algorithm, synthetic data generation, benchmarking, and baseline clustering comparisons.

   Python

4. Deep-Reinforcement-Learning-Agents-DDQN Deep-Reinforcement-Learning-Agents-DDQN Public

   This project involves building multiple deep reinforcement learning agents to interact with gymnasium environments. Exercise 1 focuses on constructing a DQN agent for solving the CartPole-v1 envir…

   Jupyter Notebook