RodrigoToroIcarte / reward_machinesLinks
☆73Updated last year
Alternatives and similar repositories for reward_machines
Users that are interested in reward_machines are comparing it to the libraries listed below
Sorting:
- Logically-Constrained Reinforcement Learning☆54Updated last year
- A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.☆86Updated 2 weeks ago
- Benchmarking RL generalization in an interpretable way.☆168Updated this week
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆46Updated 3 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆67Updated 2 years ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆75Updated last year
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆43Updated 3 years ago
- Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill D…☆20Updated 3 years ago
- This is the code repository accompanying the ICML 2021 paper LTL2Action: Generalizing LTL Instructions for Multi-Task RL (https://arxiv.o…☆35Updated 3 weeks ago
- Simple maze environments using mujoco-py☆57Updated last year
- Partially Observable Process Gym☆205Updated 5 months ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆38Updated 2 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆80Updated last year
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated 2 years ago
- ☆31Updated 2 years ago
- DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning☆24Updated 4 years ago
- ☆46Updated 2 years ago
- Learning algorithm implementation and experiments in the paper "A Composable Specification Language for Reinforcement Learning Tasks" (ht…☆17Updated 4 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 4 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆41Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- Reinforcement Learning framework for Temporal Goals☆11Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆76Updated 8 months ago
- Code for experiments in the paper: "Compositional Reinforcement Learning from Logical Specifications" (https://arxiv.org/abs/2106.13906).☆16Updated 4 years ago
- Convert a PDDL domain into an OpenAI Gym environment.☆257Updated 3 months ago
- A curated list of awesome Model-based reinforcement learning resources☆95Updated 5 years ago
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆81Updated last year
- Implementation of the Option-Critic Architecture☆40Updated 6 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago