Programmatically Interpretable Reinforcement Learning
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May 20, 2021 - Python
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program-generator
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A comprehensive implementation of a Neurosymbolic framework for Visual Question Answering (VQA) on the CLEVR dataset. This project translates natural language questions into symbolic programs using three different learning strategies: Supervised (LSTM & Transformer), Reinforcement Learning (REINFORCE), and In-Context Learning (LLM).
reinforcement-learning university-project pytorch transformer lstm supervised-learning vqa course-project policy-gradient seq2seq reinforce program-generator clevr visual-reasoning visual-question-answering neurosymbolic system-2 in-context-learning large-language-models neurosymbolic-ai
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Nov 3, 2025 - Python
CLI tool that generates Python programs with OpenAI, saves them to a file, runs them, and retries up to 5 times with error-fixing.
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Feb 11, 2026 - Python
DPG: A DeLP program generator
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Jul 11, 2024 - Python
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