Amir-massoud Farahmand
Affiliations:- Vector Institute, Toronto, ON, Canada
- University of Toronto, ON, Canada
- Mitsubishi Electric Research Laboratories (MERL) (former)
According to our database1,
Amir-massoud Farahmand
authored at least 65 papers
between 2004 and 2024.
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Bibliography
2024
Dissecting Deep RL with High Update Ratios: Combatting Value Overestimation and Divergence.
CoRR, 2024
When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning.
RLJ, 2024
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence.
RLJ, 2024
PID Accelerated Temporal Difference Algorithms.
RLJ, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods.
Trans. Mach. Learn. Res., 2023
Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients.
CoRR, 2023
λ-AC: Learning latent decision-aware models for reinforcement learning in continuous state-spaces.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations.
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
CoRR, 2020
Beyond Prioritized Replay: Sampling States in Model-Based RL via Simulated Priorities.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Improving Skin Condition Classification with a Visual Symptom Checker Trained Using Reinforcement Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control.
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
J. Mach. Learn. Res., 2016
Learning to control partial differential equations: Regularized Fitted Q-Iteration approach.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Classification-based Approximate Policy Iteration: Experiments and Extended Discussions.
CoRR, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Interaction of Culture-Based Learning and Cooperative Co-Evolution and its Application to Automatic Behavior-Based System Design.
IEEE Trans. Evol. Comput., 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009
Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual Servoing Approach.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems.
Proceedings of the American Control Conference, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008
2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
2006
Channel Assignment using Chaotic Simulated Annealing Enhanced Hopfield Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2006
Learning to Coordinate Behaviors in Soft Behavior-Based Systems Using Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004