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Deep RL

3,861 papers

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Papers

Efficient local planning with linear function approximation ALT 2022
Efficient Reinforcement Learning with Prior Causal Knowledge CLEAR 2022
Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022
PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022
Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING 2022
Can Data Diversity Enhance Learning Generalization? COLING 2022
Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling COLING 2022
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning COLING 2022
Selective Token Generation for Few-shot Natural Language Generation COLING 2022
Computational-Statistical Gap in Reinforcement Learning COLT 2022
Non-Linear Reinforcement Learning in Large Action Spaces: Structural Conditions and Sample-efficiency of Posterior Sampling COLT 2022
Can Q-learning be Improved with Advice? COLT 2022
Reinforced Structured State-Evolution for Vision-Language Navigation CVPR 2022
End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps CVPR 2022
Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022
Global-Aware Registration of Less-Overlap RGB-D Scans CVPR 2022
Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory CVPR 2022
DECORE: Deep Compression With Reinforcement Learning CVPR 2022
Is Mapping Necessary for Realistic PointGoal Navigation? CVPR 2022
Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022
Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022
Sequential Voting With Relational Box Fields for Active Object Detection CVPR 2022
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions CVPR 2022