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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019
Human-in-the-Loop Feature Selection AAAI 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019
Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019
Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019
A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education AAAI 2019
Surveys without Questions: A Reinforcement Learning Approach AAAI 2019
Split Q Learning: Reinforcement Learning with Two-Stream Rewards IJCAI 2019
Intelligent Querying in Camera Networks for Efficient Target Tracking IJCAI 2019
Interactive Language Learning by Question Answering EMNLP 2019
An Entity-Driven Framework for Abstractive Summarization EMNLP 2019
Neural Topic Model with Reinforcement Learning EMNLP 2019
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation EMNLP 2019
Dynamic Experience Replay CORL 2019
Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CORL 2019
ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots CORL 2019
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments CORL 2019
PyRoboLearn: A Python Framework for Robot Learning Practitioners CORL 2019
Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight CORL 2019
Variational Regret Bounds for Reinforcement Learning UAI 2019
A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019
Performance Guarantees for Homomorphisms beyond Markov Decision Processes AAAI 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
The Termination Critic AISTATS 2019
Learning Factored Markov Decision Processes with Unawareness UAI 2019