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← Reinforcement Learning
Reinforcement Learning ›

Methods

6,493 papers (10 classified directly here)

Subtopics

Deep RL (3,886) Policy Learning (2,076) Multi-Agent Systems (1,019) Offline RL (726) Meta-Learning (25) Model-Based RL (12)

Papers per year

2
31
34
727
530
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Papers (including subtopics)

Tracking Adversarial Targets ICML 2014
Deterministic Policy Gradient Algorithms ICML 2014
Online Learning in Markov Decision Processes with Changing Cost Sequences ICML 2014
True Online TD(lambda) ICML 2014
PAC-inspired Option Discovery in Lifelong Reinforcement Learning ICML 2014
Sparse Reinforcement Learning via Convex Optimization ICML 2014
Linear Programming for Large-Scale Markov Decision Problems ICML 2014
Model-Based Relational RL When Object Existence is Partially Observable ICML 2014
A new Q(lambda) with interim forward view and Monte Carlo equivalence ICML 2014
Learning Complex Neural Network Policies with Trajectory Optimization ICML 2014
Online Multi-Task Learning for Policy Gradient Methods ICML 2014
Approximate Policy Iteration Schemes: A Comparison ICML 2014
Sample Efficient Reinforcement Learning with Gaussian Processes ICML 2014
Time-Regularized Interrupting Options (TRIO) ICML 2014
Dynamic Programming Boosting for Discriminative Macro-Action Discovery ICML 2014
Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning JMLR 2014
Off-policy Learning With Eligibility Traces: A Survey JMLR 2014
Policy Evaluation with Temporal Differences: A Survey and Comparison JMLR 2014
Cover Tree Bayesian Reinforcement Learning JMLR 2014
Active Contextual Policy Search JMLR 2014
Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies JMLR 2014
Pre- and Post-Contact Policy Decomposition for Planar Contact Manipulation Under Uncertainty RSS 2014
Probably Approximately Correct MDP Learning and Control With Temporal Logic Constraints RSS 2014
Sequential Transfer in Multi-armed Bandit with Finite Set of Models NIPS 2013
Reinforcement Learning in Robust Markov Decision Processes NIPS 2013