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Reinforcement Learning

2,944 papers

Papers per year

22
14
284
419
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Papers

Exponential Family Predictive Representations of State NIPS 2007
Online Linear Regression and Its Application to Model-Based Reinforcement Learning NIPS 2007
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning NIPS 2007
A Game-Theoretic Approach to Apprenticeship Learning NIPS 2007
What makes some POMDP problems easy to approximate? NIPS 2007
Fitted Q-iteration in continuous action-space MDPs NIPS 2007
The Stochastic Motion Roadmap: A Sampling Framework for Planning with Markov Motion Uncertainty RSS 2007
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Bayesian Policy Gradient Algorithms NIPS 2006
Handling Advertisements of Unknown Quality in Search Advertising NIPS 2006
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006
Natural Actor-Critic for Road Traffic Optimisation NIPS 2006
An Application of Reinforcement Learning to Aerobatic Helicopter Flight NIPS 2006
Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning NIPS 2006
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NIPS 2006
Linearly-solvable Markov decision problems NIPS 2006
Sample Complexity of Policy Search with Known Dynamics NIPS 2006
Learning Operational Space Control RSS 2006
Learning Rates for Q-learning JMLR 2003