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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2
2
9
27
30
36
20
43
49
59
61
58
51
83
216
419
722
966
1,128
1,156
1,384
1,648
1,445
362
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Papers (including subtopics)
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
NeurIPS 2024
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies
ICML 2024
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
NeurIPS 2024
Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning
JMLR 2024
Logic-Skill Programming: An Optimization-based Approach to Sequential Skill Planning
RSS 2024
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer
AAAI 2024
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
NeurIPS 2024
Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation
CVPR 2024
Look-ahead Search on Top of Policy Networks in Imperfect Information Games
IJCAI 2024
LOQA: Learning with Opponent Q-Learning Awareness
ICLR 2024
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery
ICML 2024
Low-rank MDPs with Continuous Action Spaces
AISTATS 2024
M2RL: A Multi-player Multi-agent Reinforcement Learning Framework for Complex Games
IJCAI 2024
MacMic: Executing Iceberg Orders via Hierarchical Reinforcement Learning
IJCAI 2024
MADiff: Offline Multi-agent Learning with Diffusion Models
NeurIPS 2024
Mahjong AI Competition: Exploring AI Application in Complex Real-World Games
IJCAI 2024
MaIL: Improving Imitation Learning with Selective State Space Models
CoRL 2024
Major-Minor Mean Field Multi-Agent Reinforcement Learning
ICML 2024
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
NeurIPS 2024
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning
ICLR 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery
AAAI 2024
ManiWAV: Learning Robot Manipulation from In-the-Wild Audio-Visual Data
CoRL 2024
MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation
ACL 2024
MARCO: Multi-Agent Real-time Chat Orchestration
EMNLP 2024
MARS: Multimodal Active Robotic Sensing for Articulated Characterization
IJCAI 2024