iwhwang / Fine-Grained-Causal-RL
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning (ICML 2024)
☆12Updated 11 months ago
Alternatives and similar repositories for Fine-Grained-Causal-RL
Users that are interested in Fine-Grained-Causal-RL are comparing it to the libraries listed below
Sorting:
- ☆31Updated 2 years ago
- Code for the paper "Learning Options via Compression" at NeurIPS 2022☆23Updated 2 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆33Updated 2 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆38Updated 3 years ago
- ☆12Updated 2 years ago
- ☆22Updated last year
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆42Updated 3 years ago
- A companion for the Causal Artificial Intelligence book.☆11Updated 6 months ago
- PyTorch code accompanying the paper "Imitating Graph-Based Planning with Goal-Conditioned Policies" (ICLR 2023).☆19Updated 2 years ago
- 📎 + 🦾 CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision☆15Updated this week
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆18Updated 2 months ago
- Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…☆29Updated 9 months ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆55Updated 10 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 9 months ago
- Dual optimization to learn laplacian eigenpairs in arbitrary spaces☆13Updated 5 months ago
- SelecMix: Debiased Learning by Contradicting-pair Sampling (NeurIPS 2022)☆12Updated 11 months ago
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆21Updated 6 months ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆65Updated 11 months ago
- Clean, extensible implementation of MACAW [ICML 2021]☆13Updated 3 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆52Updated last year
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated 2 years ago
- Latent Dynamics Mixture, NeurIPS 2021☆17Updated 2 years ago
- Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 20…☆32Updated 2 months ago
- Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)☆66Updated 3 years ago
- Code for the paper "PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning" (NeurIPS 2023)☆18Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- ☆31Updated 2 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆13Updated 2 years ago