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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
A little blog about multi-agent learning
Published:
A little blog about multi-agent learning
publications
Identifying Objects in an Image
Published in United States patent application., 2017
IBM patent for object classification in an image using saliency algorithm and location identification.
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Bayesian Inference with Anchored Ensembles of Neural Networks, and Application to Exploration in Reinforcement Learning
Published in ICML Workshop, 2018
Applying neural network ensembles for uncertainty quantification in reinforcement learning.
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Towards Decentralized Reinforcement Learning Architectures for Social Dilemmas
Published in Autonomous Agents and Multi-Agent Systems (AAMAS), 2019
Extended Abstract: Understanding the difficulties with decentralized reinforcement learning and potential solutions.
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Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning
Published in Association for the Advancements in Artificial Intelligence (AAAI), 2019
Investigating the emergence of cooperation in multi-agent reinforcement learning systems using partner selection.
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Cooperation and Reputation Dynamics with Reinforcement Learning
Published in Autonomous Agents and Multi-Agent Systems (AAMAS), 2021
How reputation dynamics can promote cooperation using q-learning
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talks
Introduction to Multi-Agent Reinforcement Learning
Published:
I gave a talk introducing multi-agent reinforcement learning. The primary focus of this talk was to draw distinctions between single-agent and multi-agent reinforcement learning techniques and emphasize why they are different and its relations to game theory.