| Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits | Sep 19, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Risk-aware Meta-level Decision Making for Exploration Under Uncertainty | Sep 12, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning | Sep 2, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits | Aug 11, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Hindsight Learning for MDPs with Exogenous Inputs | Jul 13, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes | Jun 20, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Thompson Sampling Achieves O(T) Regret in Linear Quadratic Control | Jun 17, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Causal Explanations for Sequential Decision Making Under Uncertainty | May 30, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations | Apr 10, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes | Apr 1, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
