CORE-Robotics-Lab / Interpretable_DDTS_AISTATS2020
Public code for implementation and experiments with differentiable decision trees.
☆25Updated last month
Related projects ⓘ
Alternatives and complementary repositories for Interpretable_DDTS_AISTATS2020
- Code for the paper "Meta-Q-Learning"( ICLR 2020)☆102Updated 2 years ago
- Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning☆38Updated last year
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆35Updated 7 months ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆44Updated 3 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆38Updated 4 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆123Updated 6 months ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆54Updated last year
- Inverse Constrained Reinforcement Learning (ICML 2021)☆18Updated 3 years ago
- A repository for code of reinforcement learning algorithms with PyTorch☆29Updated 3 years ago
- Our version of #Exploration: A Study of Count-Based Explorationfor Deep Reinforcement Learning for a class project☆14Updated 3 years ago
- ☆118Updated 3 months ago
- A collection of offline reinforcement learning algorithms.☆157Updated 5 months ago
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆89Updated 2 months ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆119Updated 3 years ago
- Model-Based Offline Reinforcement Learning☆47Updated 3 years ago
- PyTorch Implementation of FeUdal Networks for Hierarchical Reinforcement Learning (FuNs), Vezhnevets et al. 2017.☆38Updated 4 years ago
- ☆20Updated 4 years ago
- Decision Transformer: A brand new Offline RL Pattern.☆34Updated 2 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆36Updated 2 years ago
- Combining Evolutionary Algorithms and deep RL in various ways☆99Updated 4 years ago
- ☆30Updated 3 months ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆37Updated 3 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆52Updated 5 years ago
- Pytorch Implementation for First Order Constrained Optimization in Policy Space (FOCOPS).☆25Updated 2 years ago
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆52Updated 6 months ago
- This is the official implementation of ERL-Re2.☆59Updated 5 months ago
- ☆43Updated 2 years ago
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆51Updated last year
- Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework☆59Updated 3 years ago
- Code for FOCAL Paper Published at ICLR 2021☆49Updated 11 months ago