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20172022
most citedNeural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning

99 citations · 109 across the 6 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 1 cited

Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints

Homayun Afrabandpey, Michael Spranger

We present a human-in-the-loop approach to generate counterfactual (CF) explanations that preserve global and local feasibility constraints. Global feasibility constraints refer to…

cs.LG2022★ 1 cited

MA-Dreamer: Coordination and communication through shared imagination

Kenzo Lobos-Tsunekawa, Akshay Srinivasan, Michael Spranger

Multi-agent RL is rendered difficult due to the non-stationary nature of environment perceived by individual agents. Theoretically sound methods using the REINFORCE estimator are i…