doesburg11 / PredPreyGrass
A Predator-Prey-Grass multi-objective multi-agent gridworld environment implemented with Farama's Gymnasium, PettingZoo and MOMAland, featuring dynamic agent spawning and deletion, where agents have partial observability.
☆12Updated this week
Related projects ⓘ
Alternatives and complementary repositories for PredPreyGrass
- Bayesian Reward Shaping Framework for Deep Reinforcement Learning☆21Updated 5 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆48Updated last year
- A collection of environments and reference agents for planning and reinforcement learning research in partially observable, multi-agent …☆17Updated last month
- AGAC: Adversarially Guided Actor-Critic☆47Updated 3 years ago
- Algorithms for Uni-Modal Inverse Reinforcement Learning☆17Updated 2 years ago
- Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is t…☆44Updated 4 years ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆71Updated 2 weeks ago
- Sample-Efficient Automated Deep Reinforcement Learning☆34Updated 3 years ago
- OpenAi's gym environment wrapper to vectorize them with Ray☆22Updated last year
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆91Updated last year
- Bayesian Inverse Reinforcement Learning with simple environments☆20Updated 2 years ago
- A curated list of awesome Model-based reinforcement learning resources☆90Updated 4 years ago
- Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)☆78Updated 11 months ago
- ☆71Updated 5 months ago
- Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.☆21Updated 3 years ago
- Deep Reinforcement Learning Framework done with PyTorch☆30Updated this week
- Adaptable tools to make reinforcement learning and evolutionary computation algorithms.☆53Updated 2 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆48Updated last year
- The official implementation of MeDQN algorithm.☆10Updated 9 months ago
- High-quality reference implementations of various algorithms for Inverse Reinforcement Learning☆13Updated 6 years ago
- ☆9Updated 5 years ago
- PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2R…☆17Updated 3 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆66Updated 4 years ago
- Collection of OpenAI parametrized action-space environments.☆58Updated last year
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆35Updated 2 weeks ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆66Updated 11 months ago
- Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020☆50Updated 3 months ago
- Tabular methods for reinforcement learning☆34Updated 4 years ago
- ☆17Updated 5 months ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆25Updated 5 years ago