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Deep RL

3861 directly classified papers

Papers per year

Papers

Bayes-Adaptive POMDPs NIPS 2007
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NIPS 2006
An Application of Reinforcement Learning to Aerobatic Helicopter Flight NIPS 2006
Evolutionary Function Approximation for Reinforcement Learning JMLR 2006
Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning NIPS 2006
Policy Gradient in Continuous Time JMLR 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Linearly-solvable Markov decision problems NIPS 2006
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006
Natural Actor-Critic for Road Traffic Optimisation NIPS 2006
A Generalization Error for Q-Learning JMLR 2005