Reinforcement Learning
9,982 papers (145 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
6
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
'5
'10
'15
'20
'25
Papers (including subtopics)
GOAT: GO to Any Thing
RSS 2024
GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation
AAAI 2024
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
NeurIPS 2024
Gradient shaping for multi-constraint safe reinforcement learning
L4DC 2024
Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning
AAAI 2024
Graph Diffusion Policy Optimization
NeurIPS 2024
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm
ICML 2024
Graph-Triggered Rising Bandits
ICML 2024
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
NeurIPS 2024
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning
IJCAI 2024
Growing Q-networks: Solving continuous control tasks with adaptive control resolution
L4DC 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
NeurIPS 2024
Guided Reinforcement Learning for Robust Multi-Contact Loco-Manipulation
CoRL 2024
GUIDE: Real-Time Human-Shaped Agents
NeurIPS 2024
HACMan++: Spatially-Grounded Motion Primitives for Manipulation
RSS 2024
Hamilton-Jacobi Reachability Analysis for Hybrid Systems with Controlled and Forced Transitions
RSS 2024
Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning
AAAI 2024
Handling Long-Term Safety and Uncertainty in Safe Reinforcement Learning
CoRL 2024
Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling
ICML 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
ICML 2024
HarmonyDream: Task Harmonization Inside World Models
ICML 2024
Harnessing Density Ratios for Online Reinforcement Learning
ICLR 2024
Heterogeneous-Agent Reinforcement Learning
JMLR 2024
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network
ICML 2024
HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming
ICML 2024