conftrace_

Methods

8,258 papers (12 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Deep RL (4,525) Policy Learning (2,633) Multi-Agent Systems (1,251) Offline RL (1,025) Model-Based RL (291) Meta-Learning (80)

Papers per year

6

1

2

2

16

21

24

16

31

36

44

47

44

37

63

171

350

606

801

920

974

1,144

1,380

1,203

319

'5

'10

'15

'20

'25

Papers (including subtopics)

Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024 Adversarially Robust Decision Transformer NeurIPS 2024 Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning NeurIPS 2024 A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies EMNLP 2024 A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models ICML 2024 A General Framework for Sequential Decision-Making under Adaptivity Constraints ICML 2024 Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs ICML 2024 AGILE: A Novel Reinforcement Learning Framework of LLM Agents NeurIPS 2024 Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms ICML 2024 A Grounded Preference Model for LLM Alignment ACL 2024 AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024 A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design ICML 2024 A large deviations perspective on policy gradient algorithms L4DC 2024 ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NeurIPS 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NeurIPS 2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning CVPR 2024 ALOHA Unleashed: A Simple Recipe for Robot Dexterity CoRL 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents ICLR 2024 A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning IJCAI 2024 A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning NeurIPS 2024 A Minimaximalist Approach to Reinforcement Learning from Human Feedback ICML 2024