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Applications

2,922 papers (40 classified directly here)

Subtopics

Robotics (2,069) Game AI (511) Value Iteration (356)

Papers per year

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Papers (including subtopics)

Reinforcement learning with value advice ACML 2014
Covering Number for Efficient Heuristic-based POMDP Planning ICML 2014
Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations ICML 2014
Tracking Adversarial Targets ICML 2014
Scaling Up Robust MDPs using Function Approximation ICML 2014
Model-Based Relational RL When Object Existence is Partially Observable ICML 2014
Learning Complex Neural Network Policies with Trajectory Optimization ICML 2014
A Physics-Based Model Prior for Object-Oriented MDPs ICML 2014
Online Multi-Task Learning for Policy Gradient Methods ICML 2014
Active Learning of Parameterized Skills ICML 2014
Reinforcement Learning for Closed-Loop Propofol Anesthesia: A Study in Human Volunteers JMLR 2014
Efficient Learning and Planning with Compressed Predictive States JMLR 2014
Correct High-level Robot Behavior in Environments with Unexpected Events RSS 2014
State Representation Learning in Robotics: Using Prior Knowledge about Physical Interaction RSS 2014
Modeling and Controlling Friendliness for An Interactive Museum Robot RSS 2014
Robust and Agile 3D Biped Walking With Steering Capability Using a Footstep Predictive Approach RSS 2014
Active Reward Learning RSS 2014
Pre- and Post-Contact Policy Decomposition for Planar Contact Manipulation Under Uncertainty RSS 2014
5-DOF Manipulation of an Untethered Magnetic Device in Fluid using a Single Permanent Magnet RSS 2014
Cogging Torque Ripple Minimization via Position Based Characterization RSS 2014
Convergence of Monte Carlo Tree Search in Simultaneous Move Games NIPS 2013
Variational Policy Search via Trajectory Optimization NIPS 2013
Reward Mapping for Transfer in Long-Lived Agents NIPS 2013
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris NIPS 2013
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs NIPS 2013