🔭Projected Bellman Operator [AAAI 24] learns a parametric Bellman Operator instead of a Q-function🔭 This enable performance improvements at test time!
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Mar 4, 2024 - Python
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bellmann-equation
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Navigation through a dynamic map using the Bellmann equation
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Dec 8, 2022 - Jupyter Notebook
A comprehensive research framework for Temporal Difference learning, implementing 9 state-of-the-art algorithms with theoretical analysis, empirical evaluation, and interactive visualization. Features custom environments, convergence proofs, bias-variance tradeoff analysis, and reproducible experimental pipelines for reinforcement learning research
benchmarking reinforcement-learning q-learning sarsa-learning stochastic-approximation bias-variance-tradeoff markov-decision-process tabular-rl bellmann-equation temporal-diff value-based-care
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Aug 3, 2026 - Python
This repository contains implementations for solving the Risk-Aware Single-Agent Package Delivery (RSPD) problem, while addressing both finite-horizon and infinite-horizon scenarios. A GUI is also created for the same.
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Apr 30, 2025 - Python
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