| Provably Efficient UCB-type Algorithms For Learning Predictive State Representations | Jul 1, 2023 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Thompson sampling for improved exploration in GFlowNets | Jun 30, 2023 | Active LearningDecision Making | —Unverified | 0 |
| Learning non-Markovian Decision-Making from State-only Sequences | Jun 27, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| A General Framework for Sequential Decision-Making under Adaptivity Constraints | Jun 26, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Proportional Aggregation of Preferences for Sequential Decision Making | Jun 26, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Large Sequence Models for Sequential Decision-Making: A Survey | Jun 24, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| You Can Trade Your Experience in Distributed Multi-Agent Multi-Armed Bandits | Jun 19, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| IF2Net: Innately Forgetting-Free Networks for Continual Learning | Jun 18, 2023 | Continual LearningDecision Making | —Unverified | 0 |
| Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning | Jun 15, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Provably Learning Nash Policies in Constrained Markov Potential Games | Jun 13, 2023 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |