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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
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Papers (including subtopics)

Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation ICML 2019
Non-Monotonic Sequential Text Generation ICML 2019
Imitation Learning from Imperfect Demonstration ICML 2019
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning ICML 2019
Sample-Optimal Parametric Q-Learning Using Linearly Additive Features ICML 2019
Multi-Agent Adversarial Inverse Reinforcement Learning ICML 2019
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning ICML 2019
Learning Novel Policies For Tasks ICML 2019
Maximum Entropy-Regularized Multi-Goal Reinforcement Learning ICML 2019
Explicitly Coordinated Policy Iteration IJCAI 2019
Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty IJCAI 2019
Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent IJCAI 2019
Multi-Robot Planning Under Uncertain Travel Times and Safety Constraints IJCAI 2019
Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions IJCAI 2019
Model-Free Model Reconciliation IJCAI 2019
A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019
Exploring the Task Cooperation in Multi-goal Visual Navigation IJCAI 2019
Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework IJCAI 2019
Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation IJCAI 2019
An Evolution Strategy with Progressive Episode Lengths for Playing Games IJCAI 2019
DeltaDou: Expert-level Doudizhu AI through Self-play IJCAI 2019
Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019
The Expected-Length Model of Options IJCAI 2019
Unobserved Is Not Equal to Non-existent: Using Gaussian Processes to Infer Immediate Rewards Across Contexts IJCAI 2019
An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments IJCAI 2019