Search Results for author: Orly Avner

Found 5 papers, 0 papers with code

SQT -- std $Q$-target

no code implementations3 Feb 2024 Nitsan Soffair, Dotan Di-Castro, Orly Avner, Shie Mannor

We implement SQT on top of TD3/TD7 code and test it against the state-of-the-art (SOTA) actor-critic algorithms, DDPG, TD3 and TD7 on seven popular MuJoCo and Bullet tasks.

Q-Learning

CONFIDE: Contextual Finite Differences Modelling of PDEs

no code implementations28 Mar 2023 Ori Linial, Orly Avner, Dotan Di Castro

We introduce a method for inferring an explicit PDE from a data sample generated by previously unseen dynamics, based on a learned context.

Multi-user Communication Networks: A Coordinated Multi-armed Bandit Approach

no code implementations14 Aug 2018 Orly Avner, Shie Mannor

Communication networks shared by many users are a widespread challenge nowadays.

Multi-user lax communications: a multi-armed bandit approach

no code implementations30 Apr 2015 Orly Avner, Shie Mannor

Inspired by cognitive radio networks, we consider a setting where multiple users share several channels modeled as a multi-user multi-armed bandit (MAB) problem.

Concurrent bandits and cognitive radio networks

no code implementations22 Apr 2014 Orly Avner, Shie Mannor

Even the number of users may be unknown and can vary as users join or leave the network.

Collision Avoidance

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