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Reinforcement Learning

7,982 papers (84 classified directly here)

Subtopics

Methods (6,493) Applications (2,922)

Papers per year

9
43
48
875
672
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Papers (including subtopics)

Feature Construction for Inverse Reinforcement Learning NIPS 2010
An Approximate Inference Approach to Temporal Optimization in Optimal Control NIPS 2010
Learning from Logged Implicit Exploration Data NIPS 2010
Parametric Bandits: The Generalized Linear Case NIPS 2010
Basis Construction from Power Series Expansions of Value Functions NIPS 2010
Nonparametric Bayesian Policy Priors for Reinforcement Learning NIPS 2010
Monte-Carlo Planning in Large POMDPs NIPS 2010
Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010
Finite-sample Analysis of Bellman Residual Minimization ACML 2010
Model-Free Monte Carlo-like Policy Evaluation AISTATS 2010
Variational methods for Reinforcement Learning AISTATS 2010
Efficient Reductions for Imitation Learning AISTATS 2010
Conditional Density Estimation via Least-Squares Density Ratio Estimation AISTATS 2010
Learning Policy Improvements with Path Integrals AISTATS 2010
A Convergent Online Single Time Scale Actor Critic Algorithm JMLR 2010
A Generalized Path Integral Control Approach to Reinforcement Learning JMLR 2010
Passive torque regulation in an underactuated flapping wing robotic insect RSS 2010
Reinforcement Learning to adjust Robot Movements to New Situations RSS 2010
Analysis and Control of a Dissipative Spring-Mass Hopper with Torque Actuation RSS 2010
A Non-invasive Real-Time Method for Measuring Variable Stiffness RSS 2010
On the kinematic design of exoskeletons and their fixations with a human member RSS 2010
Multi-Priority Cartesian Impedance Control RSS 2010
Variable Impedance Control - A Reinforcement Learning Approach RSS 2010
Task-Driven Tactile Exploration RSS 2010
Remotely Powered Propulsion of Helical Nanobelts RSS 2010