HumanCompatibleAI / human_aware_rl
Code for "On the Utility of Learning about Humans for Human-AI Coordination"
☆107Updated last year
Alternatives and similar repositories for human_aware_rl:
Users that are interested in human_aware_rl are comparing it to the libraries listed below
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆121Updated 5 months ago
- Learning to Incentivize Other Learning Agents☆31Updated 2 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆153Updated 2 years ago
- Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning☆98Updated 2 years ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆67Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆146Updated 3 years ago
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆80Updated 2 years ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆133Updated last year
- Curiosity-driven Exploration by Self-supervised Prediction☆136Updated last year
- ☆71Updated 7 months ago
- Gridworld for MARL experiments☆138Updated 3 years ago
- Pytorch implementation of distributed deep reinforcement learning☆74Updated 2 years ago
- ☆119Updated 5 months ago
- ☆191Updated last year
- Maximum Entropy Population Based Training for Zero-Shot Human-AI Coordination☆26Updated 2 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆101Updated last week
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆118Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆159Updated 2 years ago
- ☆54Updated 10 months ago
- ☆52Updated 4 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆193Updated 2 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆70Updated last month
- Code for MOPO: Model-based Offline Policy Optimization☆173Updated 2 years ago
- ☆110Updated last year
- OpenAI Gym wrapper for the DeepMind Control Suite☆210Updated 7 months ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆81Updated 3 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆157Updated 3 years ago
- Submission for MAVEN: Multi-Agent Variational Exploration☆56Updated 2 years ago
- ☆120Updated last year
- Paper Collection for Imitation Learning in RL.☆137Updated 2 years ago