Reinforcement Learning

Imitating Graph-Based Planning with Goal-Conditioned Policies ICLR 2023 Imitating Task and Motion Planning with Visuomotor Transformers CoRL 2023 Imitation Learning As State Matching via Differentiable Physics CVPR 2023 Imitation Learning from Vague Feedback NeurIPS 2023 IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL NeurIPS 2023 Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023 Impossibly Good Experts and How to Follow Them ICLR 2023 Improvable Gap Balancing for Multi-Task Learning UAI 2023 Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates NeurIPS 2023 Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation ICML 2023 Improved Sample Complexity Bounds for Distributionally Robust Reinforcement Learning AISTATS 2023 Improving Behavioural Cloning with Positive Unlabeled Learning CoRL 2023 Improving Deep Policy Gradients with Value Function Search ICLR 2023 Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition EMNLP 2023 Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation ICCV 2023 INA: An Integrative Approach for Enhancing Negotiation Strategies with Reward-Based Dialogue Agent EMNLP 2023 Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023 In-Distribution Barrier Functions: Self-Supervised Policy Filters that Avoid Out-of-Distribution States L4DC 2023 Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning IJCAI 2023 IndustReal: Transferring Contact-Rich Assembly Tasks from Simulation to Reality RSS 2023 Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023 Information Design in Multi-Agent Reinforcement Learning NeurIPS 2023 Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023 InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning IJCAI 2023 In-sample Actor Critic for Offline Reinforcement Learning ICLR 2023