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06/24/2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
Designing reinforcement learning (RL) agents is typically a difficult pr...
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11/18/2019
Gamma-Nets: Generalizing Value Estimation over Timescale
We present Γ-nets, a method for generalizing value function estimation o...
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11/20/2017
Implementing the Deep Q-Network
The Deep Q-Network proposed by Mnih et al. [2015] has become a benchmark...
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04/14/2017
Environment-Independent Task Specifications via GLTL
We propose a new task-specification language for Markov decision process...
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01/21/2017