HumanCompatibleAI / population-irl
(Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards
☆26Updated 5 years ago
Alternatives and similar repositories for population-irl:
Users that are interested in population-irl are comparing it to the libraries listed below
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆71Updated last year
- Safe Policy Improvement with Baseline Bootstrapping☆26Updated 4 years ago
- ☆18Updated 4 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆42Updated 5 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 5 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 3 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆44Updated last year
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Updated 5 years ago
- Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>☆18Updated 3 years ago
- Gym environments modified with adversarial agents☆35Updated 7 years ago
- Self-implemented code for Model-Based Meta-Reinforcement Learning☆17Updated 5 years ago
- ☆97Updated last year
- ☆28Updated 5 years ago
- Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"☆28Updated 5 years ago
- DHER: Hindsight Experience Replay for Dynamic Goals (ICLR-2019)☆65Updated 5 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 6 years ago
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆34Updated 5 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 7 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆16Updated 7 years ago
- [ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"☆47Updated 5 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆46Updated 6 years ago
- Safe Option-Critic: Learning Safety in the Option-Critic Architecture☆20Updated 6 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- ☆15Updated 4 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆23Updated 5 years ago
- Disagreement-Regularized Imitation Learning☆30Updated 3 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 4 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆64Updated last year
- ☆83Updated 6 years ago
- ☆91Updated last year