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Model Free Algorithms (Policy Gradients (Likelihood Ratio (REINFORCE,…
Model Free Algorithms
Policy Gradients
Finite Differences
Likelihood Ratio
REINFORCE
G(PO)MDP
PEPG
A3C
Q-Prop
Natural
eNAC
NAC
TNPG
TRPO
DDPG
Value Functions
NAF
DQN
DDQN
Success Matching
Expectation Maximization
PoWER
MC-EM
RWR
CRKR
Path Integrals
Information Theoretic
eREPS
Stochastic Search Methods
Cross Entropy Method
Evolutionary Strategies
CMA-ES
NES