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A little blog about multi-agent learning
Published in United States patent application., 2017
IBM patent for object classification in an image using saliency algorithm and location identification.
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.
Published in Autonomous Agents and Multi-Agent Systems, 2019
Extended Abstract: Understanding the difficulties with decentralized reinforcement learning and potential solutions.
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning
Published in AAAI-20, 2019
Investigating the emergence of cooperation in multi-agent reinforcement learning systems using partner selection.