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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)

Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018
Learning Policy Representations in Multiagent Systems ICML 2018
Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018
Fast Bellman Updates for Robust MDPs ICML 2018
Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning ICML 2018
Deep Variational Reinforcement Learning for POMDPs ICML 2018
Feedback-Based Tree Search for Reinforcement Learning ICML 2018
Regret Minimization for Partially Observable Deep Reinforcement Learning ICML 2018
Policy Optimization with Demonstrations ICML 2018
Continual Reinforcement Learning with Complex Synapses ICML 2018
Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling ICML 2018
RLlib: Abstractions for Distributed Reinforcement Learning ICML 2018
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning ICML 2018
Configurable Markov Decision Processes ICML 2018
The Hierarchical Adaptive Forgetting Variational Filter ICML 2018
Smoothed Action Value Functions for Learning Gaussian Policies ICML 2018
The Uncertainty Bellman Equation and Exploration ICML 2018
Self-Imitation Learning ICML 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control ICML 2018
Stochastic Variance-Reduced Policy Gradient ICML 2018
Time Limits in Reinforcement Learning ICML 2018
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos ICML 2018