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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

7
21
23
331
231
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Papers (including subtopics)

Why Most Decisions Are Easy in Tetris—And Perhaps in Other Sequential Decision Problems, As Well ICML 2016
Differentially Private Policy Evaluation ICML 2016
Hierarchical Decision Making In Electricity Grid Management ICML 2016
Control of Memory, Active Perception, and Action in Minecraft ICML 2016
Continuous Deep Q-Learning with Model-based Acceleration ICML 2016
Model-Free Trajectory Optimization for Reinforcement Learning ICML 2016
Interactive Spoken Content Retrieval by Deep Reinforcement Learning INTERSPEECH 2016
Learning the Variance of the Reward-To-Go JMLR 2016
End-to-End Training of Deep Visuomotor Policies JMLR 2016
Hierarchical Relative Entropy Policy Search JMLR 2016
True Online Temporal-Difference Learning JMLR 2016
Kernel Estimation and Model Combination in A Bandit Problem with Covariates JMLR 2016
Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016
Robust Phase-Space Planning for Agile Legged Locomotion over Various Terrain Topologies RSS 2016
Design and Implementation of a Novel Robot Fish with Active and Compliant Propulsion Mechanism RSS 2016
Geometric Swimming on a Granular Surface RSS 2016
Closed Loop Control of a Tethered Magnetic Capsule Endoscope RSS 2016
Shape-Based Compliance in Locomotion RSS 2016
Routing Autonomous Vehicles in Congested Transportation Networks: Structural Properties and Coordination Algorithms RSS 2016
Combined Optimization and Reinforcement Learning for Manipulation Skills RSS 2016
Representing and Learning Complex Object Interactions RSS 2016
Time and Energy Optimal Path Planning in General Flows RSS 2016
Learning Continuous Control Policies by Stochastic Value Gradients NIPS 2015
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NIPS 2015
Action-Conditional Video Prediction using Deep Networks in Atari Games NIPS 2015