Majd Ibrahim | DeepAI

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Ammar Fayad
3 publications

research

∙ 12/14/2022

Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning

Adequate strategizing of agents behaviors is essential to solving cooper...

0 Majd Ibrahim, et al. ∙

research

∙ 08/28/2021

Influence-based Reinforcement Learning for Intrinsically-motivated Agents

The reinforcement learning (RL) research area is very active, with sever...

0 Ammar Fayad, et al. ∙

research

∙ 04/09/2021

Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning

In this work, we propose Behavior-Guided Actor-Critic (BAC), an off-poli...

0 Ammar Fayad, et al. ∙