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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
48
875
672
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Papers (including subtopics)

Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020
Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning IJCAI 2020
Self-Guided Evolution Strategies with Historical Estimated Gradients IJCAI 2020
Exploration Based Language Learning for Text-Based Games IJCAI 2020
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020
Reinforcement Learning with Dynamic Boltzmann Softmax Updates IJCAI 2020
IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020
Flow-based Intrinsic Curiosity Module IJCAI 2020
Potential Driven Reinforcement Learning for Hard Exploration Tasks IJCAI 2020
Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020
KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge IJCAI 2020
Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020
I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020
SVRG for Policy Evaluation with Fewer Gradient Evaluations IJCAI 2020
Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL IJCAI 2020
Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020
BRPO: Batch Residual Policy Optimization IJCAI 2020
Reinforcement Learning Framework for Deep Brain Stimulation Study IJCAI 2020
Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020
Independent Skill Transfer for Deep Reinforcement Learning IJCAI 2020
Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020
Hybrid Learning for Multi-agent Cooperation with Sub-optimal Demonstrations IJCAI 2020
Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent IJCAI 2020