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2310.19527
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On the Theory of Risk-Aware Agents: Bridging Actor-Critic and Economics
30 October 2023
Michal Nauman
Marek Cygan
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Papers citing
"On the Theory of Risk-Aware Agents: Bridging Actor-Critic and Economics"
5 / 5 papers shown
Title
Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control
Michal Nauman
M. Ostaszewski
Krzysztof Jankowski
Piotr Milo's
Marek Cygan
OffRL
37
16
0
25 May 2024
The Primacy Bias in Deep Reinforcement Learning
Evgenii Nikishin
Max Schwarzer
P. DÓro
Pierre-Luc Bacon
Aaron C. Courville
OnRL
85
178
0
16 May 2022
Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning
Edoardo Cetin
Oya Celiktutan
OffRL
32
16
0
07 Oct 2021
Controlling Overestimation Bias with Truncated Mixture of Continuous Distributional Quantile Critics
Arsenii Kuznetsov
Pavel Shvechikov
Alexander Grishin
Dmitry Vetrov
136
184
0
08 May 2020
Optimism in Reinforcement Learning with Generalized Linear Function Approximation
Yining Wang
Ruosong Wang
S. Du
A. Krishnamurthy
127
135
0
09 Dec 2019
1