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Max Schumacher's Projects

bilevel-rl icon bilevel-rl

This repository holds code for a bilevel meta-gradient reinforcement learning variant of DQN: the Intrinsic Reward Deep Q-Network (IRDQN).

chatgpt-retrieval-plugin icon chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

extendednetwork icon extendednetwork

This project holds code for the Extended Network, PHOG and Pointer-Mixture network.

fastrag icon fastrag

Efficient Retrieval Augmentation and Generation Framework

ibis icon ibis

A pandas-like deferred expression system, with first-class SQL support (Impala, PostgreSQL, SQLite, ...)

ivy icon ivy

The Unified Machine Learning Framework

modelsphog icon modelsphog

Synthesized models for PHOG to make the results reproducible by the research community

rechtlernen icon rechtlernen

evaluating and training LLMs on StGB (German criminal law) data

reward-design-tsc icon reward-design-tsc

Code for the paper "Challenges in Reward Design for Reinforcement Learning-based Traffic Signal Control: An Investigation using a CO2 Emission Objective"

st-chat icon st-chat

Streamlit Component, for a Chatbot UI

sumo-rl icon sumo-rl

Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and popular RL libraries.

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