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Edgar Dueñez-Guzman

2 accepted papers

2020

Safe Policy Learning for Continuous Control

CoRL 2020

We study continuous action reinforcement learning problems in which it is crucial that the agent interacts with the environment only through near-safe policies, i.e., policies that keep the agent in desirable situations, both during training and at convergence. We formulate these problems as {\em co

Cited by 0SourcePDFScholar
2018

Inequity aversion improves cooperation in intertemporal social dilemmas

NeurIPS 2018poster

Groups of humans are often able to find ways to cooperate with one another in complex, temporally extended social dilemmas. Models based on behavioral economics are only able to explain this phenomenon for unrealistic stateless matrix games. Recently, multi-agent reinforcement learning has been appl…

Cited by 296SourcePDFScholar