markov decision process

GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023 Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems ICLR 2023 Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023 Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting ICLR 2023 Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking ICCV 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds ICML 2023 Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems L4DC 2023 Identification of Blackwell Optimal Policies for Deterministic MDPs AISTATS 2023 Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023 Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023 Inverse Reinforcement Learning with the Average Reward Criterion NeurIPS 2023 Iterative Document-level Information Extraction via Imitation Learning EACL 2023 Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition JMLR 2023 Learning Mixtures of Markov Chains and MDPs ICML 2023 Learning non-Markovian Decision-Making from State-only Sequences NeurIPS 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 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies ICLR 2023 Linear Reinforcement Learning with Ball Structure Action Space ALT 2023 Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits ACML 2023 Loss Dynamics of Temporal Difference Reinforcement Learning NeurIPS 2023 Markov Decision Processes with Time-Varying Geometric Discounting AAAI 2023 Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation AAAI 2023