pedrodbs / InterestingnessXRL
A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.
☆7Updated 4 years ago
Alternatives and similar repositories for InterestingnessXRL:
Users that are interested in InterestingnessXRL are comparing it to the libraries listed below
- A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.☆19Updated 3 years ago
- ☆81Updated 3 years ago
- Code for demonstration example-task in RUDDER blog☆22Updated 4 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- [NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning☆25Updated 3 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30Updated 4 years ago
- Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning☆38Updated last year
- Implementation of Relational Deep Reinforcement Learning☆25Updated 4 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems☆20Updated 4 years ago
- ☆32Updated 5 months ago
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆30Updated 2 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆36Updated 9 months ago
- ☆15Updated 5 months ago
- Toolkit of Causal Model-based Reinforcement Learning.☆33Updated last year
- Code for Expert Supervised Reinforcement Learning☆10Updated 3 years ago
- ☆29Updated 2 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆67Updated 4 years ago
- Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.☆17Updated 5 years ago
- cjlovering / Towards-Interpretable-Reinforcement-Learning-Using-Attention-Augmented-Agents-Replication☆22Updated 5 years ago
- Official repository for paper "Conservative Offline Distributional Reinforcement Learning" (NeurIPS 2021)☆20Updated 3 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆16Updated 7 years ago
- Deep RL agents with PyTorch☆35Updated 3 years ago
- Negative Update Intervals in Multi-Agent Deep Reinforcement Learning☆32Updated 5 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 3 years ago
- Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.☆37Updated 4 years ago
- Reinforcement Learning with Perturbed Reward, AAAI 2020☆29Updated 5 months ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Updated 7 years ago
- Model-Based Offline Reinforcement Learning☆48Updated 4 years ago