33 citations · 36 across the 4 of their papers we have counts for
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cs.AI2021
Did I do that? Blame as a means to identify controlled effects in reinforcement learning
Oriol Corcoll, Youssef Mohamed, Raul Vicente
Identifying controllable aspects of the environment has proven to be an extraordinary intrinsic motivator to reinforcement learning agents. Despite repeatedly achieving State-of-th…
cs.AI2020★ 3 cited
Disentangling causal effects for hierarchical reinforcement learning
Oriol Corcoll, Raul Vicente
Exploration and credit assignment under sparse rewards are still challenging problems. We argue that these challenges arise in part due to the intrinsic rigidity of operating at th…