Questions tagged [bayesian-reinforcement-learning]

For questions related to Bayesian reinforcement learning, i.e. the application Bayesian methods to RL.

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How can i cast this problem as an POMDP or an belief space MDP?

I am currently attempting to formulate my problem as either a Partially Observable Markov Decision Process (POMDP) or a Belief space MDP. My end goal is to gain insights into the proposed methods ...
paul's user avatar
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Calculating Curiosity with Friston's Free Energy in Reinforcement Learning

I'm trying to implement the paper A Curiosity Algorithm for Robots Based on the Free Energy Principle in a reinforcement learning environment using PyTorch, but I am unclear how curiosity is ...
Ted Tinker's user avatar
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What's the relationship between Bayesian RL and POMDPs?

Bayesian RL seems concerned with having uncertainty over the transition function of the environment, while POMDPs try to capture uncertainty over the state one is currently in. However, both end up ...
mdc's user avatar
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