Cognitive-AI-Systems / pogema-toolboxLinks
☆20Updated 3 months ago
Alternatives and similar repositories for pogema-toolbox
Users that are interested in pogema-toolbox are comparing it to the libraries listed below
Sorting:
- POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically desig…☆44Updated 3 months ago
- This is an umbrella repository that contains links and information about all the tools and algorithms related to the POGEMA Benchmark.☆26Updated 4 months ago
- [AAAI-2024] Follower: This study addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed Follow…☆48Updated 3 months ago
- [ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specif…☆249Updated 2 months ago
- [AAAI-2025] This repository contains MAPF-GPT, a deep learning-based model for solving MAPF problems. Trained with imitation learning on …☆86Updated 3 months ago
- ☆16Updated last year
- ☆16Updated last year
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆28Updated 10 months ago
- ☆12Updated last year
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆76Updated 2 years ago
- [AAAI-2024] MATS-LP addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed approach utilizes a…☆26Updated 3 months ago
- The Hierarchical Intrinsically Motivated Agent (HIMA) is an algorithm that is intended to exhibit an adaptive goal-directed behavior usin…☆37Updated 3 weeks ago
- On-Policy Policy Gradient Algorithms in JAX☆40Updated last year
- JAX-based implementation for multi-agent path planning (MAPP) in continuous spaces.☆52Updated 2 years ago
- ☆23Updated last year
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆55Updated 2 years ago
- Source code for Pathfinding in Stochastic Environments paper.☆14Updated 3 years ago
- POPGym Library in JAX☆11Updated last year
- Code for Discovered Policy Optimisation (NeurIPS 2022)☆12Updated 2 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆21Updated last year
- Modular Single-file Reinfocement Learning Algorithms Library☆38Updated 2 years ago
- ☆58Updated 8 months ago
- Modular and Hierachical RL baseline solution for the IGLU RL track @ NeurIPS 2022☆20Updated 3 years ago
- A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.☆18Updated last year
- DreamerV3 implementation of Curious Replay, a method for prioritizing experience replay that is tailored to model-based reinforcement lea…☆37Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆104Updated last year
- OpenAi's gym environment wrapper to vectorize them with Ray☆23Updated 2 years ago
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆19Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year