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)

Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024 Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024 CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NeurIPS 2024 COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL ICLR 2024 Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation ICML 2024 Corruption-Robust Offline Two-Player Zero-Sum Markov Games AISTATS 2024 Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning ACL 2024 CoVO-MPC: Theoretical analysis of sampling-based MPC and optimal covariance design L4DC 2024 Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024 Cross-Domain Policy Adaptation by Capturing Representation Mismatch ICML 2024 CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity ICLR 2024 CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems AAAI 2024 CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning CoRL 2024 CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning AAAI 2024 Data-Efficient Policy Evaluation Through Behavior Policy Search JMLR 2024 Data Poisoning to Fake a Nash Equilibria for Markov Games AAAI 2024 Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics ICML 2024 Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding AAAI 2024 Decentralized Natural Policy Gradient with Variance Reduction for Collaborative Multi-Agent Reinforcement Learning JMLR 2024 Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making ICLR 2024 Decision-Focused Model-based Reinforcement Learning for Reward Transfer MLHC 2024 Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL NeurIPS 2024 Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NeurIPS 2024 Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning AAAI 2024 Decoding-time Realignment of Language Models ICML 2024