RodrigoToroIcarte / reward_machinesLinks
☆69Updated 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 11 months ago
- DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning☆22Updated 4 years ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆34Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆45Updated 3 years ago
- This is the code repository accompanying the ICML 2021 paper LTL2Action: Generalizing LTL Instructions for Multi-Task RL (https://arxiv.o…☆33Updated last year
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆41Updated 3 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆66Updated 2 years ago
- NeurlPS'23 Instructing Goal-Conditioned Agents with LTL Objectives☆22Updated last year
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆78Updated 9 months ago
- The Starcraft Multi-Agent challenge lite☆42Updated 9 months ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆74Updated last year
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆75Updated last year
- Simple maze environments using mujoco-py☆57Updated last year
- A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.☆83Updated this week
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆69Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- ☆56Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆157Updated last week
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆53Updated 3 years ago
- ☆31Updated 2 years ago
- Learning algorithm implementation and experiments in the paper "A Composable Specification Language for Reinforcement Learning Tasks" (ht…☆17Updated 4 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 4 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆137Updated 2 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆27Updated 2 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆39Updated 7 months ago
- Reinforcement Learning framework for Temporal Goals☆11Updated 2 years ago
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆64Updated last year