The Use of Apprenticeship Learning Via Inverse Reinforcement Learning for Generating Melodies. - Orry M. Messer; Pravesh Ranchod (ICMC, 2014)

Nonparametric Bayesian reward segmentation for skill discovery using inverse reinforcement learning. - Pravesh Ranchod; Benjamin Rosman; George Dimitri Konidaris (IROS, 2015)

Reinforcement Learning with Parameterized Actions. - Warwick Masson; Pravesh Ranchod; George Dimitri Konidaris (AAAI, 2016)

Learning Options from Demonstration using Skill Segmentation. - Matthew Cockcroft; Shahil Mawjee; Steven James 001; Pravesh Ranchod (CoRR, 2020)

Analysing the effect of latent space mutation strategies for PCGML. - Kayleize Govender; Branden Ingram; Pravesh Ranchod (CoG, 2024)

RobocupGym: A challenging continuous control benchmark in Robocup. - Michael Beukman; Branden Ingram; Geraud Nangue Tasse; Benjamin Rosman; Pravesh Ranchod (CoRR, 2024)