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Rahil Shah's Projects

gym-subgoal-automata-extended icon gym-subgoal-automata-extended

Environments from the papers "Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning" and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" using OpenAI Gym API.

induction-subgoal-automata-rl-with-noise icon induction-subgoal-automata-rl-with-noise

Code for the papers "Induction of Subgoal Automata for Reinforcement Learning" (AAAI-20) and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" (JAIR).

rahilwrites icon rahilwrites

RahilWrites is a self-developed personal website which I have built to hold articles that I write on a variety of different topics in my free time

supervised-learning-labelling-function icon supervised-learning-labelling-function

Using Segment Anything (from Meta AI) to isolate masks corresponding to balls in the WaterWorld environment. The aim of this experimentation is to see if the representation of the masks is something we can use in in extracting the labelling function.

unsupervised-learning-labelling-function icon unsupervised-learning-labelling-function

Experiments with running an autoencoder through the Water World environment (custom OpenAI Gym environment) as part of my individual MEng project (Multi-Agent Neuro-Symbolic Reinforcement Learning)

wacc_compiler icon wacc_compiler

Compiler for the WACC language, written in Kotlin. Created by Rohan Gupta, Alex Usher, Apoorva Verma and Rahil Shah as part of the Second Year Computing Course

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