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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)

Average Reward Optimization Objective In Partially Observable Domains ICML 2013
Online Feature Selection for Model-based Reinforcement Learning ICML 2013
Learning an Internal Dynamics Model from Control Demonstration ICML 2013
Guided Policy Search ICML 2013
Safe Policy Iteration ICML 2013
Planning by Prioritized Sweeping with Small Backups ICML 2013
Solving Continuous POMDPs: Value Iteration with Incremental Learning of an Efficient Space Representation ICML 2013
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Better Rates for Any Adversarial Deterministic MDP ICML 2013
ABC Reinforcement Learning ICML 2013
Concurrent Reinforcement Learning from Customer Interactions ICML 2013
Bayesian Learning of Recursively Factored Environments ICML 2013
Coco-Q: Learning in Stochastic Games with Side Payments ICML 2013
Performance Bounds for λ Policy Iteration and Application to the Game of Tetris JMLR 2013
Construction of Approximation Spaces for Reinforcement Learning JMLR 2013
Quantitative Evaluation of Standing Stabilization Using Stiff and Compliant Actuators RSS 2013
Dynamics, Control and Planning for Cooperative Manipulation of Payloads Suspended by Cables from Multiple Quadrotor Robots RSS 2013
Receding Horizon Control in Dynamic Environments from Temporal Logic Specifications RSS 2013
Integrated Perception and Planning in the Continuous Space: A POMDP Approach RSS 2013
Fast Interpolation and Time-Optimization on Implicit Contact Submanifolds RSS 2013
Maximum Mean Discrepancy Imitation Learning RSS 2013
Incremental Block Cholesky Factorization for Nonlinear Least Squares in Robotics RSS 2013
A Topological Approach to Using Cables to Separate and Manipulate Sets of Objects RSS 2013
Incremental Semantically Grounded Learning from Demonstration RSS 2013
Timely Object Recognition NIPS 2012