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07/14/2022
K-level Reasoning for Zero-Shot Coordination in Hanabi
The standard problem setting in cooperative multi-agent settings is self...
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09/17/2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
Interest in applying Artificial Intelligence (AI) techniques to compiler...
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06/19/2021
Learning Space Partitions for Path Planning
Path planning, the problem of efficiently discovering high-reward trajec...
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03/06/2021
Off-Belief Learning
The standard problem setting in Dec-POMDPs is self-play, where the goal ...
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06/24/2020
Control-Aware Representations for Model-based Reinforcement Learning
A major challenge in modern reinforcement learning (RL) is efficient con...
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06/09/2020