iwhwang / Fine-Grained-Causal-RLLinks
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning (ICML 2024)
☆17Updated last year
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:
- ☆34Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆50Updated 4 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆57Updated last year
- Code for the paper "Learning Options via Compression" at NeurIPS 2022☆24Updated 2 years ago
- Official PyTorch implementation of "Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning" (NeurIPS 20…☆35Updated 8 months ago
- Code and data for the paper "Understanding Hidden Context in Preference Learning: Consequences for RLHF"☆22Updated last year
- Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…☆37Updated last year
- Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"☆43Updated last year
- maze datasets for investigating OOD behavior of ML systems☆64Updated last week
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆68Updated 3 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆46Updated 3 years ago
- Object Centric Atari games☆92Updated last week
- Code for Invariant Policy Optimization☆12Updated 5 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆70Updated 2 years ago
- Crawl & Visualize ICLR 2023 Data from OpenReview☆85Updated 2 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆35Updated 2 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆53Updated 2 years ago
- Code for Contrastive Preference Learning (CPL)☆176Updated 11 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆78Updated 2 years ago
- Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)☆37Updated last year
- Code and data for the paper "Understanding Hidden Context in Preference Learning: Consequences for RLHF"☆32Updated last year
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆76Updated last year
- The official implementations of Intention-conditioned Flow Occupancy Models (InFOM)☆29Updated last week
- ☆18Updated 11 months ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated last year
- Clean, extensible implementation of MACAW [ICML 2021]☆12Updated 3 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆43Updated 4 years ago
- Rewarded soups official implementation☆60Updated 2 years ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago