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| STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning | Oct 14, 2023 | Atari Games 100kModel-based Reinforcement Learning | CodeCode Available | 1 |
| COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL | Oct 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning | Oct 10, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning | Oct 9, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Multi-timestep models for Model-based Reinforcement Learning | Oct 9, 2023 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 |
| Amortized Network Intervention to Steer the Excitatory Point Processes | Oct 6, 2023 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Probabilistic Reach-Avoid for Bayesian Neural Networks | Oct 3, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| HarmonyDream: Task Harmonization Inside World Models | Sep 30, 2023 | Atari Games 100kModel-based Reinforcement Learning | CodeCode Available | 1 |
