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)
Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
ICML 2025
Adaptive Human-Robot Collaboration using Type-Based IRL
UAI 2025
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
ICML 2025
Adaptive Locomotion on Mud through Proprioceptive Sensing of Substrate Properties
RSS 2025
Adaptive Sample Sharing for Multi Agent Linear Bandits
ICML 2025
AdaWM: Adaptive World Model based Planning for Autonomous Driving
ICLR 2025
ADDQ: Adaptive distributional double Q-learning
ICML 2025
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial
AAAI 2025
Ad Hoc Teamwork via Offline Goal-Based Decision Transformers
ICML 2025
A Dual-Mind Framework for Strategic and Expressive Negotiation Agent
ACL 2025
Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning
ACL 2025
Adversarial Inception Backdoor Attacks against Reinforcement Learning
ICML 2025
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
ICLR 2025
Adversarial Preference Learning for Robust LLM Alignment
ACL 2025
AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical Perspective
IJCAI 2025
A Dynamic Penalization Framework for Online Rank-1 Semidefinite Programming Relaxations
L4DC 2025
AffordDP: Generalizable Diffusion Policy with Transferable Affordance
CVPR 2025
A Finite-State Controller Based Offline Solver for Deterministic POMDPs
IJCAI 2025
A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control
ICML 2025
A General Framework for Off-Policy Learning with Partially-Observed Reward
ICLR 2025
A Generalist Hanabi Agent
ICLR 2025
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
Agent-based Modeling Meets the Capability Approach for Human Development: Simulating Homelessness Policy-making
IJCAI 2025
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
ICML 2025
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
EMNLP 2025