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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

Towards Embodied Scene Description RSS 2020
Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments CORL 2020
Learning Latent Representations to Influence Multi-Agent Interaction CORL 2020
Auxiliary Tasks Speed Up Learning Point Goal Navigation CORL 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction CORL 2020
Learning Object Manipulation Skills via Approximate State Estimation from Real Videos CORL 2020
Accelerating Reinforcement Learning with Learned Skill Priors CORL 2020
Learning from Interventions: Human-robot interaction as both explicit and implicit feedback RSS 2020
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020
Agbots 2.0: Weeding Denser Fields with Fewer Robots RSS 2020
Learning Agile Robotic Locomotion Skills by Imitating Animals RSS 2020
Learning to Manipulate Deformable Objects without Demonstrations RSS 2020
Constrained Upper Confidence Reinforcement Learning L4DC 2020
Tractable Reinforcement Learning of Signal Temporal Logic Objectives L4DC 2020
Production-based Cognitive Models as a Test Suite for Reinforcement Learning Algorithms EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020
CapWAP: Image Captioning with a Purpose EMNLP 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning EMNLP 2020
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020
A Reduction from Reinforcement Learning to No-Regret Online Learning AISTATS 2020
Adaptive Trade-Offs in Off-Policy Learning AISTATS 2020
Conditional Importance Sampling for Off-Policy Learning AISTATS 2020