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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021
Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) AAAI 2021
Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract) AAAI 2021
Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021
Solving JumpIN’ Using Zero-Dependency Reinforcement Learning (Student Abstract) AAAI 2021
Extending Policy Shaping to Continuous State Spaces (Student Abstract) AAAI 2021
State-Wise Adaptive Discounting from Experience (SADE): A Novel Discounting Scheme for Reinforcement Learning (Student Abstract) AAAI 2021
A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles AAAI 2021
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021
On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning L4DC 2021
Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021
Universal Trading for Order Execution with Oracle Policy Distillation AAAI 2021
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021
Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent AAAI 2021
Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management AAAI 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer ACL 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021
DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021
Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021
One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021
Composable Energy Policies for Reactive Motion Generation and Reinforcement Learning RSS 2021
Robust Deep Reinforcement Learning through Adversarial Loss NIPS 2021
A Max-Min Entropy Framework for Reinforcement Learning NIPS 2021