157 citations · 546 across the 9 of their papers we have counts for
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cs.LG2020★ 6 cited
Fitted Q-Learning for Relational Domains
Srijita Das, Sriraam Natarajan, Kaushik Roy +2
We consider the problem of Approximate Dynamic Programming in relational domains. Inspired by the success of fitted Q-learning methods in propositional settings, we develop the fir…
cs.LG2020
Deep Radial-Basis Value Functions for Continuous Control
Kavosh Asadi, Neev Parikh, Ronald E. Parr +2
A core operation in reinforcement learning (RL) is finding an action that is optimal with respect to a learned value function. This operation is often challenging when the learned…