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

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Papers (including subtopics)

Learning to Play Atari in a World of Tokens ICML 2024 Learning to Retrieve Iteratively for In-Context Learning EMNLP 2024 Learning to Select Views for Efficient Multi-View Understanding CVPR 2024 Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces ICML 2024 Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024 Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation ACL 2024 Learning to Walk from Three Minutes of Real-World Data with Semi-structured Dynamics Models CoRL 2024 Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024 Learning Versatile Skills with Curriculum Masking NeurIPS 2024 Learning Visuotactile Estimation and Control for Non-prehensile Manipulation under Occlusions CoRL 2024 Learning World Models for Unconstrained Goal Navigation NeurIPS 2024 Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024 Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models ICLR 2024 Legolas: Deep Leg-Inertial Odometry CoRL 2024 Lessons from Learning to Spin “Pens” CoRL 2024 Leveraging (Biased) Information: Multi-armed Bandits with Offline Data ICML 2024 Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning AAAI 2024 Lifelong Autonomous Improvement of Navigation Foundation Models in the Wild CoRL 2024 Limited Preference Aided Imitation Learning from Imperfect Demonstrations ICML 2024 Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback ICML 2024 Linear Bellman Completeness Suffices for Efficient Online Reinforcement Learning with Few Actions COLT 2024 Listwise Reward Estimation for Offline Preference-based Reinforcement Learning ICML 2024 LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024 LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback ACL 2024 LLM-Empowered State Representation for Reinforcement Learning ICML 2024