Search Results for author: Montaser Mohammedalamen

Found 3 papers, 2 papers with code

Monitored Markov Decision Processes

1 code implementation9 Feb 2024 Simone Parisi, Montaser Mohammedalamen, Alireza Kazemipour, Matthew E. Taylor, Michael Bowling

In this paper, we formalize a novel but general RL framework - Monitored MDPs - where the agent cannot always observe rewards.

Reinforcement Learning (RL)

Learning to Be Cautious

no code implementations29 Oct 2021 Montaser Mohammedalamen, Dustin Morrill, Alexander Sieusahai, Yash Satsangi, Michael Bowling

An agent that could learn to be cautious would overcome this challenge by discovering for itself when and how to behave cautiously.

counterfactual

Transfer Learning for Prosthetics Using Imitation Learning

1 code implementation15 Jan 2019 Montaser Mohammedalamen, Waleed D. Khamies, Benjamin Rosman

In this paper, We Apply Reinforcement learning (RL) techniques to train a realistic biomechanical model to work with different people and on different walking environments.

Benchmarking Imitation Learning +2

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