Reinforcement Learning
9,982 papers (145 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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9
27
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36
20
43
49
59
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58
51
83
216
419
722
966
1,128
1,156
1,384
1,648
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362
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Papers (including subtopics)
Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration
EMNLP 2024
Don't Start From Scratch: Behavioral Refinement via Interpolant-based Policy Diffusion
RSS 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
NeurIPS 2024
Do Transformer World Models Give Better Policy Gradients?
ICML 2024
Double Buffers CEM-TD3: More Efficient Evolution and Richer Exploration
AAAI 2024
Doubly Mild Generalization for Offline Reinforcement Learning
NeurIPS 2024
DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
ICML 2024
Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing
CoRL 2024
DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing
ICLR 2024
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design
ICML 2024
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback
CVPR 2024
DrEureka: Language Model Guided Sim-To-Real Transfer
RSS 2024
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
ICLR 2024
DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks
ICLR 2024
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming
ICML 2024
Dual Critic Reinforcement Learning under Partial Observability
NeurIPS 2024
Dual RL: Unification and New Methods for Reinforcement and Imitation Learning
ICLR 2024
Dynamic Knowledge Injection for AIXI Agents
AAAI 2024
Dynamic Layer Tying for Parameter-Efficient Transformers
ICLR 2024
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
NeurIPS 2024
Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation
EMNLP 2024
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces
ICLR 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
CVPR 2024
Dynamic Prompt Optimizing for Text-to-Image Generation
CVPR 2024
Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation
AAAI 2024