Reinforcement Learning

Learning to Initiate and Reason in Event-Driven Cascading Processes ICML 2023 Learning to Modulate pre-trained Models in RL NeurIPS 2023 Learning to Play General-Sum Games against Multiple Boundedly Rational Agents AAAI 2023 Learning to Rank Generation with Pairwise Partial Rewards EMNLP 2023 Learning to Self-Reconfigure for Freeform Modular Robots via Altruism Proximal Policy Optimization IJCAI 2023 Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning IJCAI 2023 Learning to Shape Rewards Using a Game of Two Partners AAAI 2023 Learning to Terminate in Object Navigation ACML 2023 Learning World Models with Identifiable Factorization NeurIPS 2023 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased ICLR 2023 Lending Interaction Wings to Recommender Systems with Conversational Agents NeurIPS 2023 LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework ICML 2023 Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning AAAI 2023 Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets NeurIPS 2023 Leveraging Offline Data in Online Reinforcement Learning ICML 2023 LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NeurIPS 2023 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023 Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies ICLR 2023 LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control ICML 2023 Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy ICML 2023 LIV: Language-Image Representations and Rewards for Robotic Control ICML 2023 Local Explanations for Reinforcement Learning AAAI 2023 Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning CVPR 2023 Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning ICML 2023